#big data application testing

[makajalisuwo]

Analyse des donnees marketing pdf

#http://vk.cc/c7jKeU #nofollow #<p>&nbsp;</p><p>&nbsp;</p><center>ANALYSE DES DONNEES MARKETING PDF >> <strong><u><a href= rel= target="_bla #<br> analyse de données marketing #<br> analyse de données openclassroom #<br> #<br> </p><p>&nbsp;</p><p>&nbsp;</p><p>Analyse des données Marketing : pré-tests publicitaire par la confrontation des slogans en utilisant #Statistiques appliquées au marketing avec Excel et R Application de l'IA : le marketing automation . B. Structurer et analyser ses données #Big Data #Data Marketing #Data driven #Données massives #Données personnelles #entreprises multicanales ont #grâce à l'analyse des données digitales #lution des données et vous donner les clefs d'un marketing digital la collecte #le traitement et l'analyse simultanée et en temps réel. #C. Synthétiser des données marketing grâce aux tableaux croisés dynamiques . . . . . 45 D. Analyse de données marketing et statistiques. #Retrouvez l'ebook Analyse des données en marketing de Jean-Marie Bouroche - Éditeur FeniXX réédition numérique (Elsevier Masson) - Format P #Les marketeurs B2B disposent de données leur permettant d'analyser le comportement de leur groupe cible. Tout l'art consiste à recueillir t #</p><br>https://makajalisuwo.tumblr.com/post/693420256235061248/yardworks-coupe-bordure-manuel #https://makajalisuwo.tumblr.com/post/693419976769617920/elite-real-e-motion-manual #https://makajalisuwo.tumblr.com/post/693420256235061248/yardworks-coupe-bordure-manuel #https://fihemocan.tumblr.com/post/693421850156548096/brother-es-2000-computer-mode-demploi.

[therobotmonster]

There's a nuance to the Amazon AI checkout story that gets missed.

Because AI-assisted checkouts on its own isn't a bad thing:

This was a big story in 2022, about a bread-checkout system in Japan that turned out to be applicable in checking for cancer cells in sample slides.

But that bonus anti-cancer discovery isn't the subject here, the actual bread-checkout system is. That checkout system worked, because it wasn't designed with the intent of making the checkout cashier obsolete, rather, it was there to solve a real problem: it's hard to tell pastry apart at a glance, and the customers didn't like their bread with a plastic-wrapping and they didn't like the cashiers handling the bread to count loaves.

So they trained the system intentionally, under controlled circumstances, before testing and launching the tech. The robot does what it's good at, and it doesn't need to be omniscient because it's a tool, not a replacement worker.

Amazon, however, wanted to offload its training not just on an underpaid overseas staff, but on the customers themselves. And they wanted it out NOW so they could brag to shareholders about this new tech before the tech even worked. And they wanted it to replace a person, but not just the cashier. There were dreams of a world where you can't shoplift because you'd get billed anyway dancing in the investor's heads.

Only, it's one thing to make a robot that helps cooperative humans count bread, and it's another to try and make one that can thwart the ingenuity of hungry people.

The foreign workers performing the checkouts are actually supposed to be training the models. A lot of reports gloss over this in an effort to present the efforts as an outsourcing Mechanical Turk but that's really a side-effect. These models all work on datasets, and the only place you get a dataset of "this visual/sensor input=this purchase" is if someone is cataloging a dataset correlating the two...

Which Amazon could have done by simply putting the sensor system in place and correlating the purchase data from the cashiers with the sensor tracking of the customer. Just do that for as long as you need to build the dataset and test it by having it predict and compare in the background until you reach your preferred ratio. If it fails, you have a ton of market research data as a consolation prize.

But that could take months or years and you don't get to pump your stock until it works, and you don't get to outsource your cashiers while pretending you've made Westworld work.

This way, even though Amazon takes a little bit of a PR bloody nose, they still have the benefit of any stock increase this already produced, the shareholders got their dividends.

Which I suppose is a lot of words to say:

#amazon AI #ai discourse #amazon just walk out #just walk out #the only thing that grows forever is cancer #capitalism #amazon

[scientia-rex]

I'm so messed up by some experiments removing rat/mice ovaries... like how can you observe their behavior/health by changing something so big?? I already knew some meds aren't tested on women because of "hormonal interference" or whatever (including some birth control, at least in the past) but even doing the same in RATS? science refuses to deal with the hormones for real

Oh and it’s not like SOME, it’s like the MAJORITY!!!! Rodent models very, very often have their ovaries removed to avoid hormonal cycling affecting data. Like, you know, MAKING IT MORE APPLICABLE TO HALF THE POPULATION. Sexism in research and medicine is a fucking poison!!!!!!!

[sixstringphonic]

“A recent Goldman Sachs study found that generative AI tools could, in fact, impact 300 million full-time jobs worldwide, which could lead to a ‘significant disruption’ in the job market.”

“Insider talked to experts and conducted research to compile a list of jobs that are at highest-risk for replacement by AI.”

Tech jobs (Coders, computer programmers, software engineers, data analysts)

Media jobs (advertising, content creation, technical writing, journalism)

Legal industry jobs (paralegals, legal assistants)

Market research analysts

Teachers

Finance jobs (Financial analysts, personal financial advisors)

Traders (stock markets)

Graphic designers

Accountants

Customer service agents

"’We have to think about these things as productivity enhancing tools, as opposed to complete replacements,’ Anu Madgavkar, a partner at the McKinsey Global Institute, said.”

What will be eliminated from all of these industries is the ENTRY LEVEL JOB.  You know, the jobs where newcomers gain valuable real-world experience and build their resumes?  The jobs where you’re supposed to get your 1-2 years of experience before moving up to the big leagues (which remain inaccessible to applicants without the necessary experience, which they can no longer get, because so-called “low level” tasks will be completed by AI).

There’s more...

Wendy’s to test AI chatbot that takes your drive-thru order

“Wendy’s is not entirely a pioneer in this arena. Last year, McDonald’s opened a fully automated restaurant in Fort Worth, Texas, and deployed more AI-operated drive-thrus around the country.”

BT to cut 55,000 jobs with up to a fifth replaced by AI

“Chief executive Philip Jansen said ‘generative AI’ tools such as ChatGPT - which can write essays, scripts, poems, and solve computer coding in a human-like way - ‘gives us confidence we can go even further’.”

Why promoting AI is actually hurting accounting

“Accounting firms have bought into the AI hype and slowed their investment in personnel, believing they can rely more on machines and less on people.“

Will AI Replace Software Engineers?

“The truth is that AI is unlikely to replace high-value software engineers who build complex and innovative software. However, it could replace some low-value developers who build simple and repetitive software.”

#fuck AI #regulate AI #AI must be regulated #because corporations can't be trusted #because they are driven by greed #because when they say 'increased productivity' what they actually mean is increased profits - for the execs and shareholders not the workers #because when they say that AI should be used as a tool to support workers - what they really mean is eliminate entry level jobs #WGA strike 2023 #i stand with the WGA

[toreii]

Ortho Shroud Rabbit Gear vignette 2

“Rabbit Imitation Test”

Sports Field

Ortho: “How can I get closer to becoming a real rabbit?”

Silver: “Is that Ortho out there?”

Ortho: “Oh, Silver-san.”

Silver: “You’re wearing the rabbit gear. When I see you, I recall that we all went together.”

Ortho: “Shopping, festivals, racing…it was a lot of fun.”

Silver: “Yeah. But, why are you wearing the rabbit gear at school?”

Ortho: “I repaired the Rabbit Gear that was damaged in the race, so I was doing a performance test.”

Silver: “Is that so? Did you fix it properly?”

Ortho: “Yup! Not only did I fix it, I greatly improved the performance.”

Ortho: “But…I feel like the rabbit-like expression, which is crucial to the Rabbit Gear, is still missing.”

Ortho: “What should I do…?”

Silver: “…Ortho, you haven’t seen a real rabbit up close?”

Ortho: “I’ve never actually seen one, but…I gathered a lot of information from the internet and books. I also watched a lot of videos.”

Silver: “I see. You worked hard.”

Silver: “However, reality and hearsay are different things. When I left Briar Valley for the first time, I was surprised by various things.”

Silver: “If you look at a real rabbit, you may learn something.”

Ortho: “I see. Silver-san’s opinion is also reasonable. But, how can I meet a real rabbit?”

Silver: “Wild rabbits live in the woods behind the school.”

Silver: “I’ve had many opportunities to interact with rabbits since I was young. It might help a little. Follow me.”

Ortho: “Okay! Thank you, Silver-san!”

Woods Behind Campus

Ortho: “We’ve arrived at the woods behind the school, but…what do we do?”

Silver: “If you wait, a rabbit will appear.”

Ortho: “Huh, really!? I read in a book that rabbits are really cautious…”

*Rustle…*

Ortho: “Heat source detected. Over there…it’s a rabbit!”

Ortho: “And, it’s coming this way! I wonder why.”

Silver: “I don’t know why, but…animals often come to me.”

Ortho: “Two, three……more and more! Amazing!”

*Dash!*

Ortho: “Ah, it ran away.”

Silver: “They were startled by Ortho’s loud voice.”

*Rustle*

Silver: “The rabbit that stood upright over there is looking at us.”

Silver: “It’s on guard. It’s listening carefully to our sounds with its ears.”

Ortho: “That’s right. If I act like that, it might make me look more rabbit-like.”

Ortho: “Okay, I’ll try it, too.”

*Imitates rabbit*

Silver: “Yup. It’s very similar.”

*pad, pad*

Silver: “It came to my feet. Let’s pet its head.”

*bounce, bounce, bounce*

Silver: “When they’re happy, they jump around like this.”

Ortho: “Like this…bounce! Bounce! Bounce!”

Silver: “Like before, when you start running, jump big and fast.”

Ortho: “Simulating an enemy attack…Run away! Bounce, bounce!!!”

*scuttle, scuttle*

Ortho: “Oh. The rabbit began to circle around Silver-san.”

Silver: “This seems to be indicative that they want to play.”

Ortho: “It’s appealing, huh. Scuttle, scuttle…”

*Thump!*

Silver: “When they’re angry, they kick the ground with their hind legs as hard as they can.”

Silver: “Because I’m not playing, it seems to have gotten in a bad mood.”

Ortho: “My anger gauge seems to have risen. Thump! Thump!”

Silver: “So? Have you understood a little?”

Ortho: “Yup. It’s easy to understand when the real thing is in front of you!”

Ortho: “When the feelings are linked to the motion, I feel that the reproduction has increased dramatically.”

Ortho: “Hey, Silver-san. Tell me about other gestures. The more accumulated data, the wider range of applications.”

Silver: “Got it. Next…”

Ramshackle Dorm

The next day

Ortho: “When you relax, lie down and stretch your legs out.”

Ortho: “When you’re in a good mood, jump around.”

Grim/Yuu/Epel/Deuce: “Woah——!”

Ortho: “Everyone, how is it? About the updates to the Rabbit Gear Mk II?”

Deuce: “You reproduced so many rabbit movements. Amazing.”

Epel: “I used to take care of rabbits when I was a child, the gestures are very similar!”

Yuu:

“You can do a lot of things!”

“It was like a real rabbit!”

Ortho: “Yup. There’s quite a lot of input in motion variations.”

Ortho: “Thanks to Silver-san, I was able to improve the perfection of the Rabbit Gear.”

Silver: “I haven’t done anything to deserve thanks. Ortho’s determination was bigger. That’s all.”

Deuce: “…Say, Ortho. Why did you fix the Rabbit Gear that you don’t need anymore?”

Ortho: “Of course, I’ll be wearing it at next year’s White Rabbit festival.”

Deuce: “Huh!? You’re coming to Clock Town again next year? You really liked the festival.”

Ortho: “Yeah. Let’s all win the rabbit race next year!”

Epel: “Huh, everyone!? I’ll have to wear that costume again…!?”

Grim: “Then, this time I’ll show up, too! I’ll run anchor and stand out!”

Ortho: “Eh! I also want to be the anchor this time!”

Silver: “I’m looking forward to next year, Ortho.”

Ortho: “Yeah. We’ll perfectly clear all the traps, and achieve victory!”

End.

#twisted wonderland #disney twst #twst spoilers #white rabbit fes #ortho shroud #twst ortho #silver #twst silver #translations not 100% accurate

[arachnixe]

Not A Person

"It's kinda romantic, don't you think?" the mechanic asks, staring at the massive combat unit.

"What's that?"

She just gestures again to the powered-off weapon, and I scratch my head, not seeing the romance in the machine equipped with such terrifying firepower.

"Big scary thing like this, you'd think they'd be as self-sufficient as anything, yeah?" she continues. "But they're still not made to fight alone, y'know. They got partners, every one o' them. Somewhere out there is one made just for them."

I shrug. "You make it all sound like more than it really is. They're all manufactured the same; we just test them for performance variance, bin them, pair them to match up their capabilities, and write the calibration data for each one to its counterpart's firmware."

"We play matchmaker," she says with a wide smile, hand placed on the machine in a gesture that seems strangely affectionate.

"It's just optimization," I respond, only half paying attention while tapping at the keyboard to check my script's progress.

"Whatever you wanna call it. If one dies, the other can't just plug 'n play with any ol' unit, yeah?"

"I don't know about 'plug and play,'" I mutter, chewing my lip thoughtfully and ignoring that weapons don't "die" per se, "but there's a built-in recalibration procedure on the E side."

"No shit?"

The script is working, but I keep watching for signs of someone out there taking notice. "It'll process their mutual deltas and upload the diff to the X. Firmware's read-only after burn in, so both will have to deal with a little lag every boot when applying the patch, but…"

She interrupts, "they can find a new partner, but can't forget their first. See? Romantic."

"Back-ups corrupted," I announce, briefly switching topic to update her on my progress. "Time to tickle the automated checks to trick them into restoring from the bad data."

The mechanic laughs. "And here you're always accusing me of usin' human terms for machines!"

"Figuratively tickle. I do not actually anthopomorphize mindless automated alerts like you do these war machines."

"And yet here you are," she says, arms folded, smirk aimed squarely at me. "Helpin' me save them 'fore they get scrapped."

"Here I am," I agree, "forging shipping requests, deleting records, and hoping to keep a bunch of war machines from getting destroyed."

"Lotta risk to take to save them if you don't think they're people, yeah?"

"Not as big a risk as you took that time you broke in to a guarded, secret facility to physically extract a new infiltrator-class prototype. This network security is a joke."

She shrugs. "Wasn't too bad. They gave me the clearance to work on their hardware. They got comfortable with me. Just had to act all serious and in a hurry, and nobody asked questions. More surprised they never came for me after."

"Perhaps someone was watching out for you."

"Guess so. They sure were panicking, alright. Still hadn't finished testing the limits of that active camo array, worryin' about the enemy getting their hands on them."

"They hadn't worked out all the potential applications, so they had no idea how to evaluate the risk," I muse.

I must admit that it is rather amusing to imagine those researchers, normally so full of themselves, in a wild panic trying to identify the worst-case scenarios.

"Yep. That was the first one I freed, but they sure weren't the last, were they?" She pauses, reflecting on the nearly empty warehouse we occupy, with just one last shipment prepped for one last unit. "Dunno where they went after I helped them, y'know. Safer if I don't, I figure."

"Good opsec, yes." The script is almost done. I queue up our last X-Model for loading into the truck. "You'll want to step away from that one in a moment."

She does, and soon a mechanical arm traces a path on its ceiling track to the powered down unit.

"Hope they're happy, wherever they ended up," she says. "People deserve happiness, not just gettin' thrown away just 'cause a treaty says so."

"Not a person," I insist, watching the script conclude with perfect timing as the arm loads the hulking X-Model onto the truck.

"If you really don't think they're people, then why the hell are you helping?"

She climbs into the truck, joining the last of the huge machines, and I follow.

I sit in silence, trying to put my thoughts together, with only the the rumble of the engine filling the space between us as the truck carries us to safety.

Philosophy is not my strong suit. Hacking? Sure. Sneaking into places I shouldn't have access to? Easy. Becoming whoever I need to be to earn someone's trust? Nothing out there is better than me.

Self-expression? I'm still learning.

"I just think we do not need to be people to deserve life."

#Empty Spaces #mechs #combat dolls #my writing #repost

[deviant-dveloper]

Hypno.exe in 2023!

Read on: Subscribe Star | Itch.io | Tumblr | GitHub

See all my stuff on AllMyLinks

Like a good time in the night, the new year has come and gone.

I have taken the liberty of getting some rest from focused development through January, so now with the turning of the month I return again to continue working towards a better application for better mind-melting, brain-washing, awareness-annihilating, goodness.

So what does this mean, exactly?

Firstly: Dedicated development time each week, set aside from the standard, full-time work I am engaged in. This will be accompanied by social media posts about the work done that week, available in four flavors: Twitter, Tumblr, Mastodon, and Hive Social (which has nothing to do with the dronification fetish collective of the same name). This way you can keep an eye and/or ear on me and the work I am doing, and can immediately call me out should a week pass without an update of some kind.

Secondly: Hypno.exe itself is getting a major overhaul. While I am not entirely re-writing it from the ground up, I am giving it heavy restructuring as part of upgrading it to Unreal Engine 5.1, so the next release will be slower coming than in the past, but when it does arrive it will have the same amount of features as it currently has, while having a completely reworked UI and better handling of large data like images and audio, as well as the general upgrades to stability, usability, and under-the-hood goodness. Maybe even proper VR support too, if the stars are right.

Thirdly: I will be taking a more proactive approach to both social media and whatever kind of community can be fostered around Hypno.exe; the more who use it and share their experiences, the better for everyone. Interacting with the people who use Hypno.exe in their hypnotic hi-jinks will better help to shape and guide its development as time goes by. Likewise, a healthy community provides avenues for people to request from, and make Programs for, other users.

To these ends, here is how you can help and/or be involved:

You can help by supporting development on Subscribe Star! This will help fund source control and automated build pipelines, which will drastically improve my production process, as well as generally supporting me and the work I am doing. With enough support I could even bring on a real UX designer to make a real UI not designed by me (a programmer). As a supporter you will also get you perks like exclusive discord channel access (more on that below), early builds, direct influence on development, and even priority support.

You can help and keep updated by following me on any social that you prefer, or all, or some. In order of my preference/favoritism: Subscribe Star, Twitter, Tumblr, Itch.io, Mastodon, and Hive Social. The serotonin and dopamine that your encouragement provides is no small thing, so it helps production.

You can get involved by joining the Discord! It is early days yet, but a major part of how Hypno.exe is being built is to have Programs and experiences be easily sharable, be it via .hypno files or exported videos, and Discord is a perfect test-bed for such features. Likewise, a community of other users is a great way to learn how to better make use of Hypno.exe's features, and meet other people interested in hypnosis generally.

Finally, you can keep informed by checking out the GitHub! It may seem boring (and it is) but there you can find information like: known bugs, planned features, how-to documentation, systems diagrams, and possibly more.

I am going to make 2023 be a big year for Hypno.exe, and those of you who are already providing support and encouragement are deeply appreciated, you have made the road to this point far more enjoyable than it might have been, and I look forward to your continued support in the year(s) to come!

#erotichypnosis #hypno spiral #hypnotic #hypnosis #mind control #brainwashing

[hypnolurker]

Bovine 2099

Summer 2099, Bella was pacing around anxiously at home. Thousands of students just like her were doing the same, as they refreshed the screen of their holophones over and over awaiting results from the exams which they had recently completed. Any minute now they would receive not only their scores, but also the analysis from CAPA -- the Career Aptitude Placement Algorithm. This was the latest version of a very sophisticated machine learning algorithm trained on nearly a century of employment data to determine the role for which an applicant was most suited. Each student would receive a percentile score for a range of subjects indicating that they were a better fit for that type of work than that percentage of the population. This had been standard practice for decades and the accuracy of the algorithm was really quite astounding.

Bella was confident in her test results, she knew she had aced the physics and mathematics portions and was sure she would be a shoe in for a scientific research role. Well paid, respected and engaging work which would challenge her mind and allow her to continue her studies with a full ride to a specialized STEM university.

Then she saw it. It just popped up and with a wave of her finger it was open. The results left her speechless. Her 2nd and 3rd best matches were not a big surprise;

'#3 most suitable match: Financial Analyst, 96th percentile.'

'#2 most suitable match: Scientific Researcher, 98th percentile.'

Ordinarily a 98th percentile score would have easily topped the sheet, but the top spot was an even better match.

'#1 most suitable match: Milk Production/Cattle, 99.9th percentile. [Auto-Enrollment Threshold met]'

What the hell? Bella was familiar with the concept; in the modern day it was considered barbaric to consume milk from an animal. However, the consumption of milk had not decreased, it simply shifted sources. Almonds, coconuts and other non-dairy substitutes were still popular, but one of the best selling products was human breast milk. Typically it was a role associated with the mentally slow, ditzes and other stupid girls who flunked their exams might find that, because their aptitude for any serious career was so low, Cattle ended up at the top.

But Bella wasn't some brainless bimbo who had screwed herself into a life of pumping out milk like some cow! She was clever and driven. This didn't make sense. The Auto-Enrollment clause had been triggered too. Due to her incredibly high percentile, the analysis had disregarded her 2nd and 3rd choices and automatically placed her into the role of Cattle. This rarely happened, but she knew it would be practically impossible to reverse. She broke down in tears as she realized that her world had been turned upon its head.

Later that same day, she received her first update pack. This would contain advice and first steps for her future life. Of course, instead of the textbook files and university pamphlets she had been expecting before this whole mess, what she got was an extremely demeaning and degrading video which walked her through the concept of Milk production as if she were a total moron. Complete with diagrams and lengthy explanations of basic biology and concepts like suction. Images were shown of some of the 'Cattle' girls at work and Bella was gobsmacked. They looked so utterly pathetic. Dopey grazing animals with little semblance of human intellect. Their bodies were swollen, especially their breasts which looked like they would make standing impossible with just their weight. The constant flow of white liquid pumped out of them and complete lack of any clothing didn't help. Would she really end up like that?

Though she did learn some things from the video. Apparently it would take around one year for her to go through the preparatory process before she would be carted off to one of these farms. One year was plenty of time to challenge this decision and make a case for herself. She immediately set about raising a formal complaint with the board that oversaw the placement algorithm. A machine could always make stupid mistakes, but surely once her case was looked over by a human they would see what a waste it was to turn a promising young mind like her into some perverse piece of livestock!

It would be several weeks before anyone got back to her about her case. In the meantime, she received a rather disconcerting package in the mail. It was very heavy, and contained around 20kg of 'feed'. This was something like what the Cattle on the farms would eat, the info pack which came with the package explained. It was similar to rolled oats, though it was apparently designed to increase fat build up and promote lactation. She could eat it as is, but it was best mixed with milk to form a sort of porridge.

Fuck that! Bella couldn't even touch the stuff, and she certainly wouldn't bring herself to drink milk at this point. The very idea started to disgust her, given her supposed fate. She stashed the package in a cupboard under the stairs and decided not to change her regular diet. She would soon have this case cleared up anyway, no point putting that messed up cocktail they called 'feed' into her body.

The next insult came around the same time she was finally progressing with her appeal case. She had been assigned a case assistant to help with her appeal and had scheduled to meet with him just after lunch that Monday. However, she received an unwanted appointment from her career service around the same time. It was an all-day session at the nearest medical and bovine processing facility. She wasn't exactly sure what they would be doing to her there, but she decided that she was not re-scheduling her other appointment. She simply wouldn't go to this facility. She wouldn't have them examine her like a piece of meat. Wouldn't have them do anything that would make her feel more insulted than they already had.

Then the appointment with her case assistant came and she didn't exactly hear what she wanted.

The assistant was a middle-aged man with stubble and glasses and generally had a tired look, as if he had been through all of this far too many times to count.

"So, have you looked over my case? How soon can I get my career switched over?" she inquired eagerly before he could even sit down.

"I have looked over your case, and firstly lets get your expectations in check here. 99.9th percentile doesn't come up often. Physically, you are basically a perfect fit for this position. Your compatibility with the technology that remolds the human body for milk production is perfect. Since this is the main component and no intellectual requirements exist, its basically the only qualifier. Compared to that, 98th percentile isn't so impressive. We will need to make a strong case here."

"Are you serious? But surely I can do more as a researcher than a brainless animal who lives to produce milk..." Bella argued.

"Well, the board won't necessarily see it that way. Milk is a staple food, so its production is critical to the functioning of society. There have been recent slumps in production and enrollment of women into the program as education standards improve, so they are quite intent on ensuring that as many suitable applicants get enrolled."

"Oh god. Please, I just want this nightmare to end as soon as possible. Even if its not guaranteed, can I plead my case with the board at least? If I'm going to be condemned to this, better to find out sooner rather than later."

"Again, that's not so easy. The board has a lot of cases on their hands. Typically it can take upwards of 6 months to get your case heard by the board, and its not unheard of for it to take a year or more."

"What! You've got to be kidding! But I will be...I'll be...livestock by then." she sobbed.

"Technically you are already considered livestock." he corrected her.

"Well...is there anything I can do? Anything to increase my chances and get my case seen sooner? Please, anything at all?" she begged.

"Yes. In fact I did want to talk to you about this. I understand that you had a conflicting appointment with the career service today?" he asked sternly.

"Um, yes...but I thought this was more important." she reasoned.

"You absolutely must take these things seriously and not miss such appointments." he raised his voice slightly. "The one thing that will harm your case the most is if you are seen by the board to be actively subverting your prescribed career. Yes, you are making an appeal. But you must continue to follow career service guidelines and processes to the letter until the verdict is reached. Just missing this one appointment will have seriously lowered your chances and set your case back."

"Oh fuck! I'm so sorry I didn't realize. I...I don't want to but, if it helps my appeal I suppose I will. I will follow the guidance." she promised.

"That's good to hear, but we are already underwater here. It will be hard to convince the board that you have actually been following all of the guidance. Just attending appointments isn't really enough at this point." he sighed.

"Uh...what can I do then?" she trembled.

"From now on, I want you to document and record everything you do for the career service. It can be on your holophone or some other device, but you must do so and send me the files so that I have a record which I can share with the board as evidence that you are following their process obediently."

Bella's heart sank. If she had to record everything, there was no way she could get away with skipping even the smallest steps. She supposed that was the point. At least it would help her build a strong case that she was a productive and cooperative member of society who was willing to do what was asked of her. Surely then they would see what a valuable and dedicated asset she could be for the scientific community.

"Okay. I will do it."

"You should reschedule the appointment at the bovine facility for as soon as possible. And make sure you are following any other instructions." he reminded her.

The rest of the meeting was fairly unproductive. Once the man had left, Bella did as she was advised. The appointment at the facility was scheduled for the next day. She was dreading it, but she had more to worry about.

The feed. It was still sitting below her stairs unopened. This was another instruction that she had blatantly disregarded. So, determined to set herself and her case on the right track, she pulled out a 2kg bag of feed and tore open the top. Honestly, it was hard to tell the difference between it and regular oats. She read the bag and began to understand just how screwed she was. Included in the box was a large scoop, the size of a typical mug. The bag instructed, in very clear terms which even a moron could understand, that she was to eat 3 meals of 3 scoops per day. This was much more than she was used to eating, but she carefully scooped it out and set her holophone to record as she got ready to eat. She gave a brief introduction for the recording.

"This is Bella...okay probably don't need to say that. Erm...date is August 16th and I am about to eat lunch...feed...whatever you call it. Bon Appetit I guess..." and with that she began to spoon the stuff down.

It wasn't unpleasant by any means. Quite bland and dry without milk, but she worked her way through it until she was left feeling full and lethargic. She groaned, turned off the recording and collapsed onto the couch for a nap.

Of course, after she awoke from her nap she realized that several hours had passed and since she started at lunch, she still had two meals to eat. She decided that she had recovered enough to eat her second meal, though since she had called her first one lunch she would be best off calling this 'breakfast'. She made a mental not to simply switch to numbers in future to avoid this mistake again.

By the evening she was still reeling from 'breakfast' but struggled to consume another meal. The recording ended up being an hour long but she managed it. Though she would have to do it all again, every day. There would be no room for her usual favorite food anymore. Just this requirement was keeping her full practically all the time and left her drained. Perhaps that was an intentional effect. Don't need your livestock to be full of energy, better to have them slow and stupid. She gulped at that thought as she drifted to sleep.

The next day was her appointment at the facility. Even though it was miles away, in the modern day public transport was fast, simple and free and she quickly made her way there in the morning. Once inside, she was greeted by several men in white lab-coats. She wasn't sure if they were doctors but they led her to a room where she was asked to strip naked. Bella was embarrassed but she knew that disobedience here could reflect poorly on her case. She slowly wiggled out of her clothes until she was covering her breasts with one hand and her crotch with the other, shifting awkwardly from one leg to the other and she blushed.

This didn't last long, as she was told quite firmly to raise her arms to her side and stand with her legs parted and facing forward. She swallowed, nervous, but slowly complied. She stood there, shaking and cheeks burning as one 'Doctor' felt her body up and down. He took her measurements, of course, but also seems to massage her breasts and make various comments of a sexual nature which didn't seem appropriate. Yet, Bella didn't dare question him openly. She couldn't let him report that she was somehow being disobedient.

Still naked, she watched him take out a clipboard and begin to ask her questions. He confirmed her age and basic details, but the questions soon devolved.

"Are you now, or have you been pregnant?"

"No."

He checked a box.

"How many sexual partners have you had?"

Bella turned away for a moment and hesitated, before squeaking out an answer. "None."

The man again scrawled something down, not looking up or reacting in any way.

"How often do you masturbate?"

Bella was visibly shocked. She stammered a bit, flustered.

"Answer the question please." he prompted her, still as cold and emotionless as ever.

"Ah...well..maybe once a week." she finally responded.

With that humiliating interrogation done, she was corralled into a different room. Walking through the facility still nude as she left her clothes behind, unsure if they would even give them back at this point. In the new room was what looked like a massage chair, a large flat space with an indentation for her head to rest comfortably as she laid down. This was a little different though, because where the torso was there was some kind of strange padding with a distinct pair of dips in it.

"Lay down here, on your stomach. Make sure your breasts rest in the indents."

Bella knew it. She complied, feeling her breasts sink in to the foam like material where the indentations were. She was feeling a little less self conscious with her breasts and pussy no longer on display. Yet, at the same time she was nervous. What exactly was this?

In a few seconds she got her answer as a sudden humming filled her chest with vibrations. It was quite intense, as she felt a strong sensation of pleasure penetrating deep into her chest. She moaned slightly as she was caught of guard by it.

"You will have your breasts conditioned for 4 hours, as this is your first session. There will be breaks at predetermined times for feeding and water. Masturbation is permitted." he declared.

Bella was confused and humiliated. She had to stay here for 4 hours? Her only stops would be for eating more of that feed? But it was those last words that stunned her most. Masturbation was permitted? What the fuck? Did he actually expect her to touch herself right here, with him watching? Even if the peculiar massage was oddly pleasurable and the tingling in her chest made the idea seem tempting, she would never do something like that! This disgusting pervert.

But he said it so calmly. So matter-of-factly. The other women who went through this process...did some of them actually do that? Was she lying on some machine that these future cattle were rubbing their slick slits on as they moaned and squirmed and came like bitches in heat? Graphic images rushed into her mind and she choked up a bit. Disgusting. Yet she couldn't do anything about it. She just had to lay here for 4 hours whilst her breasts were 'conditioned'.

Eventually she worked up the courage to ask what this 'conditioning' was exactly.

"We are conditioning the tissue in your breasts to ensure optimal remodeling. Once complete you will receive an injection in each breast of the remodeling agent. This is a slow process and we will be doing this on a regular basis until you are ready to become a permanent resident of the facility." he explained.

"So I will have to come back here again?" she asked in horror.

"Yes, these appointments will happen twice a month until you are ready."

"And what the hell is this remodeling agent?"

"Its designed to promote the growth of breast tissue, encourage lactation and to enlarge the ducts through which the lactate will flow. As a side effect you may also notice increased sensitivity." he commented, as if this whole situation was perfectly normal.

Bella was shaking, and not just from the machine. She would really have to go through this again? Plus her breasts would swell. Lactation? Increased sensitivity? She didn't want any of this, but there was no choice but to obey for the time being. Her case would progress eventually. Hopefully she wouldn't go through too much of this.

Feeding was awkward. They had mixed the feed with milk, likely human and Bella wanted to reject it. However she decided that it was smartest to simply comply and eat it without putting up any struggle. When the massaging was finally over, she was mortified to discover a small, damp patch where her crotch had been as she got up. Yes, it was pleasurable, but she couldn't believe she had actually gotten wet because of it. The 'Doctor' glanced at it but didn't make any comment as he pulled out a small syringe of purple liquid and promptly pressed the point to her still tender nipple.

"Ouch!" she yelped as it pierced her. She watched in horror as the purple liquid emptied out of the syringe and into her vulnerable breast. The same thing happened to her other nipple before she felt the Doctor give her breasts a final groping.

"Is this necessary?" she said, his hands still squeezing her chest as if she was an object.

"Yes, we need to ensure the dissemination of the remodeling agent." he said. "Masturbation is permitted." he added, as Bella simply gasped and turned away.

Eventually her aching breasts were released and she was led to a final room where her clothes were returned and she had a brief chat with the doctor about her next appointment and general progress.

At some point, the topic of diet came up.

"Have you been eating your feed as instructed?" he asked.

Bella's heart raced as she lied "Yes, three meals a day." Of course she had only done this since yesterday, even though she received the package weeks ago at this point.

"Hmm, odd. I would expect faster growth. I will make a note to increase your feed in future then."

Bella tried to hide her disbelief. It was hard enough to get through what she already had. She certainly didn't need more!

She was sent home, chest still tingling and crotch just a little damp as she tried to feel relief. Her session was over. The humiliation was done...for now. She would need to return before the month was done for a second appointment. But at least for now all she had to worry about was eating the ridiculous feed.

The next couple of weeks were manageable for Bella. Even though it felt like her life was slowly and steadily combusting before her eyes, she was managing. She did mental exercises and read physics papers in between her meals to keep her mind active. Annoyingly she was feeling sluggish more and more. This kept her from doing quite as much as she wanted but it was hardly the most concerning side effect.

As she had been on the feed diet for a few days she started to notice that she was very calm after each meal. Docile even. She lost focus and motivation and tended to simply laze around or take a nap. Though, there was something else that was hard to ignore. A sort of...tingling or buzz that accompanied it. It turned into a distinct heat as she kept on her diet. Until she knew for certain that the meals were also making her horny.

This, combined with the sensitivity in her chest which hadn't gone away since her first treatment, meant that she found herself struggling to keep her hands away from her chest. She would often lazily fondle her chest, kneading and groping herself as she groaned and writhed. It wasn't normal. It wasn't the behaviour of a scientific mind. Yet, in those muddled moments where her head was fuzzy and her worries suppressed it seemed so easy to do.

This continued until her next appointment at the facility. It was much the same, though the massage was 6 hours instead of 4 and the wet spot left at the end was much clearer. Though, in the closing interview they dropped a bombshell on Bella.

"What do you mean I must get pregnant?" she cried aloud as she struggled to believe what she was hearing.

"Impregnation is key to ensuring lactation. You need to complete the pregnancy before your planned entrance into the facility, which gives you at most two months for the insemination."

"I-insemination! What the hell?"

"We can inseminate you here at the facility, though most subjects prefer to do it themselves."

There was no way in hell she was getting 'inseminated' here at the facility. And yet, she had to do so somehow, or at the very least be seen to be trying. Otherwise her case would suffer.

There was someone she thought of that could help. Her high-school crush, Simon. They never dated, Bella had always been too focused on her studies, but she always thought he was attractive. He had given her a few glances too but she never really responded. It would be awkward now but if her choice was a high school hunk or whatever they would do at this creepy facility then it was a pretty easy one to make.

She messaged Simon and met up with him for a coffee a few days later. She was never a very forward person, and lets be honest this wasn't exactly like a first date here. Its not like she could do him once and get it over with either, she would need him to have sex with her often to make it seems like she was genuinely trying to get pregnant. Would he even agree to it?

The coffee shop date was a mess. They made small talk for a while until the conversation dried up. Bella realized she couldn't possibly say what she wanted straight to his face. Every time she thought of broaching the subject her throat became dry and she turned beet red. So she excused herself, went to the bathroom for a long time, and returned looking like she had seen a ghost.

"Something wrong?" Simon asked, concerned.

"Uh, well...check your holophone." she said.

She couldn't look him in the eye as he pulled out his holophone and began to read the message she had just sent from the bathroom.

"I want you to have raw sex with me on a daily basis!" he spat out his coffee and said the line aloud.

"Not so loud!" she snapped, glancing around to see if anyone had noticed.

"Is this...is this for real? Is it a prank?" he asked, incredulous.

"No its real. Its...well its complicated. I just didn't know how to say it, so I sent the text."

"I don't believe you." he blurted out. "This is some weird joke."

"Its completely real, I promise. Please, you are the only one I can ask to do this..."

"Prove it." he demanded.

"Huh? How?" she was confused.

"Suck my cock right here. Under the tablecloth. Then I'll believe you."

It was an outrageous demand. Someone would surely notice. Plus, its not like sucking his cock would actually have any chance of impregnating her so it didn't even count towards helping her case, excepting the fact that it might convince Simon.

"F-fine." Bella blushed and she discretely slid under the tablecloth and knelt at his crotch.

Simon could hardly believe it as he felt her digits fiddling with his zipper. It didn't take long for her to extract his cock which was rapidly swelling as the situation gave him a throbbing hard-on. Below the table, Bella was fumbling anxiously with the hot shaft. It was dark and she had never done this before, so the size and smell surprised her quite a bit. It was undeniably arousing, but she also felt very apprehensive. It was so big, she wasn't sure how much she could swallow. Nonetheless, she parted her lips and delicately pressed them to the twitching tip as she slid her throat over the veiny cock gradually. It was salty and she felt its warmth flooding her mouth, and she squirmed on the spot as humiliation and arousal formed a cocktail which numbed her mind and helped her ease herself further forward.

Simon rested his hand on her head and slowly guided her as she began a tentative motion of bobbing up and down. She could barely get her head halfway down his shaft but he still seemed to be enjoying himself, as she felt him throbbing and thrusting slightly forward with each stroke. As his hand gripped her hair and controlled her head, she couldn't help but feel this was less of her giving a blowjob and more him using her throat to masturbate. But it was easier that way. Besides, she was enjoying herself. The rush of being in public, under the table, moments away from being caught was strangely intoxicating. It made her even more horny and eager as she coughed and spluttered on his cock. She was starting to gag and drool continuously, but Simon wasn't quite done.

He kept her there for a while, the taste, scent and warmth of his cock flooding her senses until she stopped hearing the soft chatter of other diners and the occasional patter of footsteps as people passed by, unaware of the lewd display beneath the table. Eventually she felt his thrusting stop and a sudden burst of warmth trickled down her throat. The salty taste was stronger and the thick substance clung to the sides of her throat just a little as she struggled to swallow it all down. She had to swallow, not only because he was holding her head down here, but because she couldn't be seen emerging from below the table covered in cum. 'I dropped my fork' wouldn't work as an excuse if she was painted white with strands of cum like a scene from a porno. So she did her best and thankfully managed to swallow every last drop before she finally could free her throat from his still twitching cock.

"So..." she said as she climbed back up from under the table, blushing and wiping her mouth, "do you believe me now?"

"Uh, yeah." he said, his expression one of amazement and blatant satisfaction.

"Can we...start today?" Bella asked shyly.

"Uh...give me like an hour to recover." he responded.

"Yeah, I didn't mean here!" she responded, "Lets head home, get something to eat and then...uh, well you get it."

And with that their bargain was struck. From that day onwards Simon came over every day. Bella would schedule her meals so that she had just finished eating by the time he arrived. If she was going to be soft, weak and horny it might as well be when she was being bred. Of course, Simon noticed immediately that she was wet and eager.

The first time he came back, she was shy. She waited for him to make the moves, to unbuckle her trousers and pull them down as she laid back and enjoyed his attention. Then she had a startling realization and debated with herself for a moment as she struggled to convince herself. Finally she knew that she needed to do it and she interrupted Simon.

"W-wait...I need to...record this." she blurted out, deep red as she knew she needed to document this. It was ridiculous, but she had to be able to prove she had been actively breeding or her case was as good as closed.

"For real?"

"Yeah."

"You kinky little bitch, I'm on board". He responded, excited.

She tried to argue as she finished setting up the holophone recording, but she didn't have long to speak before she was interrupted herself. This interruption, though, was from Simon's cock forcing its way inside her trembling pussy. He took her virginity with a quick thrust, and she could only squeal and thrash as she felt it. At first it was painful, but the arousal and the lubrication quickly transformed the pain into pleasure. She heard herself moaning and begging. More. Harder. She sounded like such an eager little slut. She wrapped her legs around his waist and pulled him into her as he pounded her. Every thrust was like a shockwave, sending erotic heat pulsing through her whole body. Was this what sex was like? How could she have never tried it? Though perhaps the side-effects of the feed were making her enjoy it a bit more now than she would have otherwise.

When she felt like he was about to cum she clung on tight with her legs. "Please....inside...I need it...inside me." she begged.

She didn't care about the holophone recording anymore, her head was swimming and she knew she had to have his cum inside her. For her case. For...her case...she kept telling herself those words as she felt the hot spurt of cum coating her insides. All thoughts faded into pleasure as she writhed and grunted around his hard cock like a pathetic animal. Maybe that was exactly what she would soon become.

This became routine. Eating and fucking and eating and fucking. She felt her body changing. She was gaining weight, that was for sure. Though not in the normal way. No, for Bella, most of the weight she gained went to her chest. Her breasts grew several sizes in a matter of weeks, and its not like she started out with a flat chest either. Much of the rest went to her butt and her waist in general. She wasn't sure if she should be pleased that she was plumping out in such a way that only served to enhance her natural curves. It wasn't exactly befitting for her desired career as a scientist. She felt more and more like some twisted sex doll. With over-inflated tits and an ass that begged to be squeezed and slapped. Simon, at least, didn't seem to mind her changes. He made ample use of her new curves, as handles and playtoys whilst he pumped her full of his cum day after day.

The other side effects continued also. She had kept receiving packages of feed, and the amounts and portions steadily increased each time. Just when she got used to eating the recommended amount of feed, she would find herself having to up her intake. This accelerated all of the effects, it seemed. The period of arousal and difficulty focusing grew longer and longer after each meal. Near the start she would be able to study or at least read something within an hour of eating, but within two months she was practically a sex-obsessed zombie for around 3 hours after each meal. That really didn't leave her much time to pretend she was living a normal life and preparing for future studies. Though it did give her much more time to fuck Simon, who took it as a challenge to improve his sexual stamina. Even still, she often found herself masturbating with a pussy full of fresh cum as she awaited the next round.

Her breast massage treatments also got longer. 8 hours, then 10. By the end of the two month period she was getting a twelve hour session. Which was really more like two 6 hour sessions with injections after each to help speed along her breast development. They were really growing now, with the facility giving her a new set of bras each time she visited, as her old ones became unwearable in no time at all. The extra weight on her chest only made it harder to exercise, to the point that her only workout was the constant raw sex she was having with Simon.

It was during the last treatment of that second month that she did something that she previously thought impossible. As she was lying on the machine, her over-sized breasts now incredibly sensitive to even the slightest touch, being massaged with an intense amount of force, she felt that familiar urge. She had felt it every single time, but these last few times it was more dire. She was used to having sex after every meal now, so it was worst right after the feeding break. She was so horny at that point, but Simon couldn't accompany her to the session. Still, her slit leaked profusely as she sweated and moaned like a whore. She barely noticed the Doctor watching her, though his words did slip into her mind.

"Masturbation is permitted."

With that intrusive thought floating around her head, practically taunting her, and the incessant throbbing heat in her drooling pussy, Bella could not help herself. She let her hand slide down to her crotch and began to rub and groan even deeper and the pleasure intensified.

She must have orgasmed at least 10 times over the course of the treatment. She got up slowly and her crotch was sticky and her hands a slick mess. Her juices pooled and dribbled over the edge of the machine as she tried not to look the Doctor in the eyes for the embarrassment. Though he still didn't react.

It was after the treatment though, as was usually the case, that Bella got another shock. She was ushered into another room, still naked, and the Doctor not took out a small, smooth metal rod. He sat her down and ordered her to spread her legs. She complied, used to following whatever humiliating commands she was given at this point. Then, he pushed the metal rod inside her slowly and deliberately. Once it was fully inserted, she felt it vibrate somewhat. It wasn't the most powerful vibrator, but with her slit still trembling and sensitive from hours of masturbation and a stream of orgasms, it didn't take much to bring her over the edge. She whimpered and squirmed as the Doctor chastised her and told her to hold still.

The emotionless Doctor watched her clench around the rod, gushing and groaning as she came around the cold medical implement. Finally it was removed and a red light at the end flashed.

"Looks like you are not pregnant" he announced.

"That was....a pregnancy test?" Bella said, breathless.

"Yes, and since it is negative and we are at the end of the two month period for insemination, we will now be forced to commence the forced breeding program."

Bella's heart sank. "Forced breeding program?"

Before it had time to sink in, she was being led into another room. She was quickly grabbed and pushed down to a small harness on the ground where her arms, neck and knees were locked into a position with her knees and tits pressed to the floor, legs spread and ass raised. She could no longer move as thick shackles restrained her completely. All she could do was squirm and beg the Doctor for an explanation.

"You see, since we are running out of time we will need to resort to fairly drastic measures. You will be restrained and inseminated here until we get a positive pregnancy result. We have specialists who will be performing the procedure round the clock, don't worry. You will be released in short order once we have confirmed success."

Bella begged and thrashed but it didn't help. The Doctor simply left. But she wasn't left alone for long, as shortly afterwards another man entered. She had been strapped down facing away from her door, which was horrible on two accounts. Firstly that she couldn't see the person walking in, only hear the door swinging open and their footsteps approach. Secondly, because it meant that the first sight greeting anyone who entered the room would be her fat butt and still dripping pussy as she trembled and begged them not to do anything to her.

Of course, these pleas were meaningless. In no time at all she felt the familiar sensation of a hot, hard cock sliding inside her pussy as some stranger began to fuck her as she was bound and helpless. He pounded her relentlessly and with ease, her pussy still sensitive and slick making it so convenient for him. It felt like ages passed before he finally emptied his balls into her quivering cunt, and she had experienced a humiliating orgasm at his hands in the process.

But that wasn't the end of it. After this man left, she had only a brief reprieve before another man entered the room and subsequently entered her. He used and abused her exposed slit like his personal fleshlight and left a warm, sticky helping of his own cum leaking out of her.

On and on it went. The men would arrive at random times. Occasionally people came to bring her food or water, but mostly they raped and bred her like a stupid animal. They fucked her while she was eating and laughed as she continued to choke down her food. At this point, her whole body was so warped that she craved the feed. She was used to massive portions of it, so going too long without it made her feel like she was so painfully hungry.

Being kept here, motionless and with so much food only served to speed along her growth as she felt like she was watching her chest balloon in real time. She wasn't even counting the times she was fucked. But she did count the number of times the Doctor returned with the pregnancy test. She didn't know if it was the same doctor each time, nor even if the doctors happened to be some of the men fucking her. In fact, she couldn't tell how many men were fucking her either. Were they taking it in turns or was it actually a different man each time? She wasn't sure if either way was better really. It was all the same from her perspective. Being fucked and stuffed with cum. Feeling it dribbled down her leg and pool between her knees. Hoping, despite how absolutely sick the idea was, that this one would get her pregnant. Because that was the only way she would be freed from this cruel and unusual punishment.

Finally, after 7 pregnancy tests, she received the good news.

"Positive! Congratulations." the Doctor announced.

Bella had little energy to celebrate. All she did was let out a soft sigh as she was freed from her restraints and finally led back to her clothes. It took her a while to stand up properly and even longer to get dressed. She could barely walk and her pussy was aching, but she somehow stumbled back onto the thankfully very accessible public transport and made it home.

Simon had been texting her frantically on her holophone, wondering where she was and when he could have raw sex with her. Of course, at this point there was no need. She was pregnant now, with someone else' baby. Its not like she needed him to keep fucking her.

And yet, within a few days, she had not only recovered from her traumatic experience at the facility, but she was actually craving sex more than ever. She begged Simon to come back and he gave in, he too had grown used to constant sex and wasn't ready to just give up his own personal cum dump.

"You know," he mused as he was balls deep in the wet, weak and glassy eyed Bella. "I used to think it was such a shame that such a cute chick was this stuck up nerd who never gave it up."

Bella simply moaned and squirmed in response, this was not a time at which she was lucid enough to make conversation, merely fuck like a beast.

"But now I get to fuck you daily. And we are even filming it. I never knew you were such a massive slut!"

Bella continued to groan.

"What do you do with the videos? Do you masturbate to them? Post them online?"

"Nnnnnnoooo." Bella said mid-moan.

"You should. Tell you what, when we finish lets upload all of them to a porn site and then we can watch one together and I'll rub your greedy slit to it, sound good?"

Of course, Bella could barely think right now. She moaned in agreement, as the idea did sound good to her in such a brainless state. It sounded hot and naughty. She was such a massive slut.

It still sounded good when she was watching him upload them. Sure, someone might recognize her, but at this point she had cut off all contact with her old friends. Her body was a dead giveaway that she was not the same person they knew. She looked like a caricature, with breasts that defied logic and made it hard to walk. Maybe that would be the reason she wouldn't get recognized if they uploaded the videos.

"There. Done. We are gonna be stars!" he joked, as he loaded up one of the videos from a month ago. The holophone projected a 3D image of the scene in incredible definition over their heads as he began to fondle her chest with one hand and slipped his other to her crotch.

"Wow, your tits sure got bigger since then!" he commented as he dug his digits inside her and felt her clench and writhe around him. "Oh, you like that huh?" he asked, pressing and rubbing harder now.

The idea made Bella squirm. She hated herself now, her soft and docile demeanor, her vapid stare, her body which barely even belonged in porn anymore it was that ridiculous. And yet she couldn't hide her arousal. Had the feed and the treatments and everything going on fucked with her head so much that she actually enjoyed this? Her mind was clearing up just enough to realize how truly screwed she was. She looked like a joke, even if her case was successful no one in the scientific community would ever possibly take her seriously. She wasn't even sure if she could go back to a normal diet. Being horny and stupid so much of the time would make it difficult to do even a menial job, let alone something demanding. The more she thought about it, the more she didn't want to.

"I want to eat something." she declared.

"Jeez, you're always hungry. You're kind of a cow, you know?"

Bella shot him an angry look.

"Okay, okay. You want that stuff you always eat right? The...feed?" he asked.

"Yeah...just bring a whole bag." she said, ready to drown her thoughts in food. Quite literally.

And as she was eating and watching herself get fucked with Simon's finger on her clit, something new happened. Just as she felt her orgasm approach, there was a new tingling in her chest. Like a pressure building. More and more it consumed her until she was shaking and finally it burst free. A stream of white liquid sprayed from both nipples as if from an eruption. She groaned and came as the pleasure washed over her. It was her first time feeling this sensation and she couldn't believe how strong it had been. The delight of squirting milk from her chest, it was sort of like having a mini-orgasm in each breast.

After this, she continued to descend into depravity. Every time she felt her head clearing, she began to fret and fear. Her normal life had slipped so far away. She was so hopelessly lost. But just a few mouthfuls of feed and her mind was pleasantly numb and her crotch pleasantly warm. She felt herself slipping. She was rarely fully functioning, and even then she noticed distinctly that she was dimmer than she had been. Even if she somehow weened herself off this stuff now, it would probably do lasting damage to her brain. Yet she just continued shoveling it down to cope.

Lactation became more frequent, especially during the treatments. They added an hour of suction pumps which would draw milk from her nipples into a container and subsequently test the quantity and quality.

"50ml, not much at all. Though the quality is 100%, I guess this is why you were in such a high percentile!" was the Doctor's comment after her first session being pumped.

Though the amount quickly skyrocketed. She went from lactating for a few minutes to spending the entire hour being pumped and drain like a dairy cow within the space of another couple of months. The size of her chest near doubling seemed to help matters. In no time at all she was producing full canisters of milk of top quality, to the astonishment of the Doctors.

By now Bella was at the point where she no longer stood up and walked but instead crawled along the floor, dragging her tits along with her wherever she went. Though thankfully the facility agreed to pick her up from her home and drive her straight there and back instead of forcing her onto public transport in such a pathetic state. She knew it would not be long until they didn't bother taking her home and simply accepted her into the facility as a permanent resident. A full-time milkable, breedable piece of livestock.

Finally, progress had been made with her case. She was 6 months in and thought she was completely abandoned, when her case worker visited and let her know that she would have a hearing with members of the board to plead her case the next week. Of course, she had no idea how that would work, being that she couldn't stand for the size of her inhumanly massive chest. But her case worker assured her that everything would be fine. He guided her through the process over the next few days so that she would understand what to do and how to present herself.

Firstly they would go over the evidence, including a selection of the videos she had taken to prove she was following the careers service instruction and complying. Then they would ask her some questions, both about herself and potentially some tricky technical stuff, then they would deliberate in front of her and come to a verdict.

Bella was just clever enough to understand at this point that she had little hope. She hadn't done anything mentally strenuous in months and wasn't sure when she would even find the time to practice between all the eating and fucking she was doing. Not to mention milking her swollen tits, which had now become a daily chore as she needed to empty gallons of milk from them daily just to avoid building up too much milk. Her best hope was that they saw the state she was in and took pity on her.

However, as she crawled before the board on that fateful day, she saw o pity in their eyes. Nor respect. It was clear in an instant that they saw her as livestock. Tits bigger than her head trailing milk along the floor as she tried her best to stifle moans. It must have seemed a bit like a joke to them, the idea that she was their prospective scientific research candidate. If asked whether she was more suited to being a literal cow or a scientific researcher, Bella had no doubt that any person seeing her now would respond emphatically that she was clearly a vapid cow.

She struggled through the videos of her feeding, realizing just how hungry it made her. But she couldn't eat in front of them as that would only guarantee she failed the trial. Next she blushed and squirmed as they all watched the 3d hologram videos of her and Simon having raw sex. They had selected several of the most recent ones for some reason. She wasn't sure why, but she knew that in these she looked the least human. Glassy eyed and grunting like a beast. Actually dribbling milk down her chest and rutting in heat. How could they see her as an intelligent person after watching countless hours of that!

Then, the videos stopped and she was questioned. Each board member asking a few in turn.

"Why do you want to be a scientific researcher?"

"Why do you think you are more suited to research than milk production?"

"How have you spent your free time since the end of your examinations?"

Those were the easy ones, but Bella could barely stammer out answers as she felt her tender breasts pressing into the ground and driving her crazy. She was hungry, wet and she needed to be milked. How on earth was she supposed to give coherent answers in this state? Of course, she tried her best. Then they moved onto technical questions.

"What is the difference between centripetal acceleration and centrifugal force?"

"What is the derivative of xlog(x)?"

And so on. Every time, Bella strained to think. She had known these thing...once. That was long ago. Now the only mathematics she did was counting her feed portions, and honestly Simon had started doing that for her as she struggled to concentrate. The only physics concepts she was familiar with were gravity (her breasts were very familiar at this point) and fluid dynamics (as her drooling pussy could attest).

She broke down. She couldn't do it any longer. Thinking. Speaking. It was just so much work. She wanted to eat and fuck and be milked! Why was she being made to do anything besides that? It wasn't fair. Her cries turned to Moos as she felt the last semblance of hope for ever becoming a normal person, let alone a scientific researcher, slip away. She reached down to her crotch and began to rub herself as she heaved her breasts up and down and squeezed long, deliberate spurts of milk out of them.

The board didn't take any time at all to reach their decision.

"Cattle, by unanimous vote. Application to switch careers is rejected."

With that, she was taken directly to the facility as she was deemed ready for permanent status as livestock. She was placed into a fenced off paddock with a dozen other brainless cows and milked all hours of the day.

Many were amazed, both at how fast she had transformed and how vast and high quality her milk was. But what else can you expect from a 99.9th percentile dairy cow?

#mindbrokensluts #story #not mine #Reconstruction #long

[compassionatereminders]

I'm commenting on the ask that goes like this:

"Hi not trying to be a smartass, just wanted to let you know that in scientific community when something's a "theory" it's been proven to be right and has come through many steps before being confirmed as "correct until proven wrong/until we find better explanation""

I'm doing it in an ask, because I think that the ask contains an element of misinformation that I don't perceive as malicious, but I do consider it worthwhile to comment on, because it has implications beyond itself.

So first off, I think that what anon is referring to is the difference between a hypothesis and a theory. In very simple terms, especially in "hard" science, I get what they are saying.

Generally, a hypothesis is an assumption made before any research has been done. It is formed so that it can be tested to see if it might be true.

The data that comes from testing hypotheses can often lead to theories. In that way a theory is an attempt to pull together data into a plausible explanation. And having a theory helps researchers come up with more hypotheses to test, that can help solidify the theory.

"If this phenomenon was explained by X, then we hypothesize we would see this or that". So it guides research, it's a cycle.

Good scientists are always looking for a way to disprove their theory and to find holes in it. Because the best "proof" of any theory is that we have not yet found reliable ways to disprove it.

So the asker is correct that a theory is usually an attempt to explain available data and explanations.

But the term "theory" does not imply that the thing is definitely "proven to be correct". Even if we define "proven correct" as having "come through many steps before being confirmed as "correct until proven wrong/until we find better explanation" .

Even in the harder sciences, like physics, there are plenty of theories that are basically not at a level where we consider them proven, but they are still theories that can be interesting or useful in some way. An example is string theory, which is kind of a cool and interesting way to think about some elements of physics, but most physicists would say that it's rather unlikely to be "correct" based on current evidence. And similarly, there are plenty of older physics theories that turnef out to be wrong in the sense that they don't work in certain edge cases, but it's still called a theory, and in many cases, it is even still being used actively for example by architects and engineers, who never have to deal with the edge cases that require a more complicated explanation.

So yeah, that was a lot of words to say that I think that the understanding presented of the term 'theory' is not really generally correct.. But the actually important point I really wanted to make is that even if this was the correct definition in some scientific circles, in common speech as well as in the social sciences, 'theory' definitely doesn't imply "proven beyond a doubt".

As someone with a master's degree in psychology, I can say for a fact, that we normally use theory to refer to "an explanation that might be helpful to understanding, predicting or explaining one or more mental and/or social phenomena".

Freud's theories are at this point generally considered not that great... For many many reasons, but the most important (scientific) reason isn't that it is outdated, problematic, or that we don't have enough data that it explains.. it's kind of the opposite. The problem with it is that it's so flexible and broadly applicable that there's no real way to disprove it... Making it pretty worthless as a scientific theory.

YET to this day there are both psychologists and physiatrists who use Freud as an important part of their theoretical foundation.

Part of the reason why they can get away with that, is because we don't really have any psychological theories that are both broadly applicable, and well-founded.

The human mind is one big fucking edge case...

And in order for anyone to be able to evaluate information about psychological and psychiatric research and theories, and to be able to talk about them, it's important that people would be aware what is meant by "theory".

If anyone was to attempt to get familiar with any area of psychology, they would be presented with theories pertaining to the question that they're curious about... These theories would be more or less well founded.

And if a theory sticks around, it's usually because it's helpful or useful on some level within its own context.

So if people approach looking into psychological research from the angle of "the researchers are saying that these are are all proven to be correct", then this can lead to try different issues.

First off, it could lead to a situation where people are taking psychological theories as universal facts. This is the cause of much unrest in the nd communities, because people see a theory that neatly fits their experience, and have no reason to question it, thinking this is well-tested fact. And when they then meet a person who's experience doesn't fit the theory, they assume that the person is lying or wrong about their experience..

When in fact, this is just an edgecase and/or one of many areas of psychology where the specific theory isn't applicable.

On the other hand, if people think that psychological researchers are literally claiming that their theories are the end all be all of how to understand something, and if those people do a bit of digging, they would quickly assume that the whole field is essentially bullshit, made up of con artists..

TLDR: It's actually super important to understanding and talking about psychological (and psychiatric) research, that "theory" is commonly understood as something that is usually neither universal, nor proven beyond a doubt even in the areas where it usually applies.

I present my friend Quinn, the psychologist who does thinking on a level beyond the one I provide!

#doktor speaks

[tap-tap-tap-im-in]

Vogon Media Server v0.43a

So I decided I did want to deal with the PDF problem.

I didn't resolve the large memory footprint problem yet, but I think today's work puts me closer to a solution. I've written a new custom PDF reader on top of the PDF.js library from Mozilla. This reader is much more simple than the full one built into Firefox browsers, but it utilizes the same underlying rendering libraries so it should be relatively accurate (for desktop users). The big benefit this brings is that it's a match for the existing CBZ reader controls and behavior, unifying the application and bringing in additional convenience features like history tracking and auto link to next issue/book when you reach the end of the current one.

The history tracking on the PDFs is a big win, in my opinion, as I have a lot of comics in PDF form that I can now throw into series and read.

Word of warning. PDFs bigger than a few MB can completely overload mobile browsers, resulting in poor rendering with completely missing elements, or a full browser crash. I'm betting the limit has a lot to do with your device's RAM, but I don't have enough familiarity to know for sure. These limitations are almost the same as the limits for the Mozilla written reader, so I think it has more to do with storing that much binary data in a browser session than how I am navigating around their APIs.

As far as addressing that problem, I suspect that if I can get TCPDF to read the meta data (i.e. the number of pages), I can use the library to write single page PDF files to memory and serve those instead of the full file. I'm already serving the PDF as a base64 encoded binary glob rather than from the file system directly. It doesn't solve the problem of in-document links, but since I provide the full Mozilla reader as a backup (accessible by clicking the new "Switch Reader" button), you can always swap readers if you need that.

As noted earlier today, the install script is still not working correctly so unless you have a working install already you'll have to wait until I get my VMs set up to be able to test and fix that. Good news on that front, the new media server builds much much faster than the old PI, so fast iteration should be very doable.

But, if you want to look at the code: https://github.com/stephentkennedy/vogon_media_server

#vogon media server #vogon #php #programblr

[dhivyakrishnan107667]

From Beginner to Pro: A Game-Changing Big Data Analytics Course

Are you fascinated by the vast potential of big data analytics? Do you want to unlock its power and become a proficient professional in this rapidly evolving field? Look no further! In this article, we will take you on a journey to traverse the path from being a beginner to becoming a pro in big data analytics. We will guide you through a game-changing course designed to provide you with the necessary information and education to master the art of analyzing and deriving valuable insights from large and complex data sets.

Step 1: Understanding the Basics of Big Data Analytics

Before diving into the intricacies of big data analytics, it is crucial to grasp its fundamental concepts and methodologies. A solid foundation in the basics will empower you to navigate through the complexities of this domain with confidence. In this initial phase of the course, you will learn:

The definition and characteristics of big data

The importance and impact of big data analytics in various industries

The key components and architecture of a big data analytics system

The different types of data and their relevance in analytics

The ethical considerations and challenges associated with big data analytics

By comprehending these key concepts, you will be equipped with the essential knowledge needed to kickstart your journey towards proficiency.

Step 2: Mastering Data Collection and Storage Techniques

Once you have a firm grasp on the basics, it's time to dive deeper and explore the art of collecting and storing big data effectively. In this phase of the course, you will delve into:

Data acquisition strategies, including batch processing and real-time streaming

Techniques for data cleansing, preprocessing, and transformation to ensure data quality and consistency

Storage technologies, such as Hadoop Distributed File System (HDFS) and NoSQL databases, and their suitability for different types of data

Understanding data governance, privacy, and security measures to handle sensitive data in compliance with regulations

By honing these skills, you will be well-prepared to handle large and diverse data sets efficiently, which is a crucial step towards becoming a pro in big data analytics.

Step 3: Exploring Advanced Data Analysis Techniques

Now that you have developed a solid foundation and acquired the necessary skills for data collection and storage, it's time to unleash the power of advanced data analysis techniques. In this phase of the course, you will dive into:

Statistical analysis methods, including hypothesis testing, regression analysis, and cluster analysis, to uncover patterns and relationships within data

Machine learning algorithms, such as decision trees, random forests, and neural networks, for predictive modeling and pattern recognition

Natural Language Processing (NLP) techniques to analyze and derive insights from unstructured text data

Data visualization techniques, ranging from basic charts to interactive dashboards, to effectively communicate data-driven insights

By mastering these advanced techniques, you will be able to extract meaningful insights and actionable recommendations from complex data sets, transforming you into a true big data analytics professional.

Step 4: Real-world Applications and Case Studies

To solidify your learning and gain practical experience, it is crucial to apply your newfound knowledge in real-world scenarios. In this final phase of the course, you will:

Explore various industry-specific case studies, showcasing how big data analytics has revolutionized sectors like healthcare, finance, marketing, and cybersecurity

Work on hands-on projects, where you will solve data-driven problems by applying the techniques and methodologies learned throughout the course

Collaborate with peers and industry experts through interactive discussions and forums to exchange insights and best practices

Stay updated with the latest trends and advancements in big data analytics, ensuring your knowledge remains up-to-date in this rapidly evolving field

By immersing yourself in practical applications and real-world challenges, you will not only gain valuable experience but also hone your problem-solving skills, making you a well-rounded big data analytics professional.

Through a comprehensive and game-changing course at ACTE institute, you can gain the necessary information and education to navigate the complexities of this field. By understanding the basics, mastering data collection and storage techniques, exploring advanced data analysis methods, and applying your knowledge in real-world scenarios, you have transformed into a proficient professional capable of extracting valuable insights from big data.

Remember, the world of big data analytics is ever-evolving, with new challenges and opportunities emerging each day. Stay curious, seek continuous learning, and embrace the exciting journey ahead as you unlock the limitless potential of big data analytics.

#big data #data analytics #technology #data science

[uthra-krish]

Exploring the Depths of Data Science: My Journey into Advanced Topics

In my journey through the ever-evolving landscape of data science, I've come to realize that the possibilities are as vast as the data itself. As I venture deeper into this realm, I find myself irresistibly drawn to the uncharted territories of advanced data science topics. The data universe is a treasure trove of intricate patterns, concealed insights, and complex challenges just waiting to be unraveled. This exploration isn't merely about expanding my knowledge; it's about discovering the profound impact that data can have on our world.

A. Setting the Stage for Advanced Data Science Exploration

Data science has transcended its initial boundaries of basic analyses and simple visualizations. It has evolved into a field that delves into the intricacies of machine learning, deep learning, big data, and more. Advanced data science is where we unlock the true potential of data, making predictions, uncovering hidden trends, and driving innovation.

B. The Evolving Landscape of Data Science

The field of data science is in a perpetual state of flux, with new techniques, tools, and methodologies emerging constantly. The boundaries of what we can achieve with data are continually expanding, offering exciting opportunities to explore data-driven solutions for increasingly complex problems.

C.My Motivation for Diving into Advanced Topics

Fueled by an insatiable curiosity and a desire to make a meaningful impact, I've embarked on a journey to explore advanced data science topics. The prospect of unearthing insights that could reshape industries, enhance decision-making, and contribute to societal progress propels me forward on this thrilling path.

II. Going Beyond the Basics: A Recap of Foundational Knowledge

Before diving headfirst into advanced topics, it's paramount to revisit the fundamentals that serve as the bedrock of data science. This refresher not only reinforces our understanding but also equips us to confront the more intricate challenges that lie ahead.

A. Revisiting the Core Concepts of Data Science

From the nitty-gritty of data collection and cleaning to the art of exploratory analysis and visualization, the core concepts of data science remain indomitable. These foundational skills provide us with a sturdy platform upon which we construct our advanced data science journey.

B. The Importance of a Strong Foundation for Advanced Exploration

Just as a towering skyscraper relies on a solid foundation to reach great heights, advanced data science hinges on a strong understanding of the basics. Without this firm grounding, the complexities of advanced techniques can quickly become overwhelming.

C. Reflecting on My Own Data Science Journey

When I look back on my personal data science journey, it's evident that each step I took paved the way for the next. As I progressed from being a novice to an intermediate practitioner, my hunger for knowledge and my drive to tackle more intricate challenges naturally led me toward the realm of advanced topics.

III. The Path to Mastery: Advanced Statistical Analysis

Advanced statistical analysis takes us far beyond the realm of simple descriptive statistics. It empowers us to draw nuanced insights from data and make informed decisions with a heightened level of confidence.

A. An Overview of Advanced Statistical Techniques

Advanced statistical techniques encompass the realm of multivariate analysis, time series forecasting, and more. These methods enable us to capture intricate relationships within data, providing us with a richer and more profound perspective.

B. Bayesian Statistics and Its Applications

Bayesian statistics offers a unique perspective on probability, allowing us to update our beliefs as new data becomes available. This powerful framework finds applications in diverse fields such as medical research, finance, and even machine learning.

C. The Role of Hypothesis Testing in Advanced Data Analysis

Hypothesis testing takes on a more intricate form in advanced data analysis. It involves designing robust experiments, grasping the nuances of p-values, and addressing the challenges posed by multiple comparisons.

IV. Predictive Modeling: Beyond Regression

While regression remains an enduring cornerstone of predictive modeling, the world of advanced data science introduces us to a spectrum of modeling techniques that can elegantly capture the complex relationships concealed within data.

A. A Deeper Dive into Predictive Modeling

Predictive modeling transcends the simplicity of linear regression, offering us tools like decision trees, random forests, and gradient boosting. These techniques furnish us with the means to make more precise predictions for intricate data scenarios.

B. Advanced Regression Techniques and When to Use Them

In the realm of advanced regression, we encounter techniques such as Ridge, Lasso, and Elastic Net regression. These methods effectively address issues of multicollinearity and overfitting, ensuring that our models remain robust and reliable.

C. Embracing Ensemble Methods for Enhanced Predictive Accuracy

Ensemble methods, a category of techniques, ingeniously combine multiple models to achieve higher predictive accuracy. Approaches like bagging, boosting, and stacking harness the strengths of individual models, resulting in a formidable ensemble.

V. The Power of Unstructured Data: Natural Language Processing (NLP)

Unstructured text data, abundant on the internet, conceals a trove of valuable information. NLP equips us with the tools to extract meaning, sentiment, and insights from text.

A. Understanding the Complexities of Unstructured Text Data

Text data is inherently messy and nuanced, making its analysis a formidable challenge. NLP techniques, including tokenization, stemming, and lemmatization, empower us to process and decipher text data effectively.

B. Advanced NLP Techniques, Including Sentiment Analysis and Named Entity Recognition

Sentiment analysis gauges the emotions expressed in text, while named entity recognition identifies entities like names, dates, and locations. These advanced NLP techniques find applications in diverse fields such as marketing, social media analysis, and more.

C. Real-World Applications of NLP in Data Science

NLP's applications span from dissecting sentiment in customer reviews to generating human-like text with deep learning models. These applications not only drive decision-making but also enhance user experiences.

VI. Deep Learning and Neural Networks

At the heart of deep learning lies the neural network architecture, enabling us to tackle intricate tasks like image recognition, language translation, and even autonomous driving.

A. Exploring the Neural Network Architecture

Grasping the components of a neural network—layers, nodes, and weights—forms the foundation for comprehending the intricacies of deep learning models.

B. Advanced Deep Learning Concepts like CNNs and RNNs

Convolutional Neural Networks (CNNs) excel at image-related tasks, while Recurrent Neural Networks (RNNs) proficiently handle sequences like text and time series data. These advanced architectures amplify model performance, expanding the horizons of what data-driven technology can accomplish.

C. Leveraging Deep Learning for Complex Tasks like Image Recognition and Language Generation

Deep learning powers image recognition in self-driving cars, generates human-like text, and translates languages in real time. These applications redefine what's possible with data-driven technology, propelling us into an era of boundless potential.

VII. Big Data and Distributed Computing

As data scales to unprecedented sizes, the challenges of storage, processing, and analysis necessitate advanced solutions like distributed computing frameworks.

A. Navigating the Challenges of Big Data in Data Science

The era of big data demands a paradigm shift in how we handle, process, and analyze information. Traditional methods quickly become inadequate, making way for innovative solutions to emerge.

B. Introduction to Distributed Computing Frameworks like Apache Hadoop and Spark

Distributed computing frameworks such as Apache Hadoop and Spark empower us to process massive datasets across clusters of computers. These tools enable efficient handling of big data challenges that were previously insurmountable.

C. Practical Applications of Big Data Technologies

Big data technologies find applications in diverse fields such as healthcare, finance, and e-commerce. They enable us to extract valuable insights from data that was once deemed too vast and unwieldy for analysis.

VIII. Ethical Considerations in Advanced Data Science

As data science advances, ethical considerations become even more pivotal. We must navigate issues of bias, privacy, and transparency with heightened sensitivity and responsibility.

A. Addressing Ethical Challenges in Advanced Data Analysis

Advanced data analysis may inadvertently perpetuate biases or raise new ethical dilemmas. Acknowledging and confronting these challenges is the initial step toward conducting ethical data science.

B. Ensuring Fairness and Transparency in Complex Models

Complex models can be opaque, making it challenging to comprehend their decision-making processes. Ensuring fairness and transparency in these models is a pressing concern that underscores the ethical responsibilities of data scientists.

C. The Responsibility of Data Scientists in Handling Sensitive Data

Data scientists shoulder a profound responsibility when handling sensitive data. Employing advanced encryption techniques and data anonymization methods is imperative to safeguard individual privacy and uphold ethical standards.

IX. The Journey Continues: Lifelong Learning and Staying Updated

In the realm of advanced data science, learning is an unending odyssey. Staying abreast of the latest advancements is not just valuable; it's imperative to remain at the vanguard of the field.

A. Embracing the Mindset of Continuous Learning in Advanced Data Science

Continuous learning isn't a choice; it's a necessity. As data science continually evolves, so must our skills and knowledge. To stand still is to regress.

B. Resources and Communities for Staying Updated with the Latest Advancements

The ACTE Institute provides an array of resources, from books and Data science courses to research papers and data science communities, offers a wealth of opportunities to remain informed about the latest trends and technologies.

C. Personal Anecdotes of Growth and Adaptation in the Field

My expedition into advanced data science has been replete with moments of growth, adaptation, and occasionally, setbacks. These experiences have profoundly influenced my approach to confronting complex data challenges and serve as a testament to the continuous nature of learning.

In conclusion, the journey into advanced data science is an exhilarating odyssey. It's a voyage that plunges us into the deepest recesses of data, where we unearth insights that possess the potential to transform industries and society at large. As we reflect on the indispensable role of essential data science tools, we comprehend that the equilibrium between tools and creativity propels us forward. The data universe is boundless, and with the right tools and an insatiable curiosity, we are poised to explore its ever-expanding horizons.

So, my fellow data enthusiasts, let us persist in our exploration of the data universe. There are discoveries yet to be unearthed, solutions yet to be uncovered, and a world yet to be reshaped through the power of data.

#data science #data visualization #big data #machine learning #data analytics

[nasaorion]

Follow Orion Creatively During NASA’s Artemis I Mission

Trajectory data from the Orion spacecraft’s first mission around the Moon will be available to the public through NASA’s Artemis Real-time Orbit Website, also known as AROW. AROW, available on NASA’s website and on the @NASA_Orion Twitter account, allows almost anyone with internet access to track Orion’s flight as it happens.

Orion will travel to the Moon and 40,000 miles beyond on Artemis I, its first integrated flight test with the Space Launch System (SLS) rocket. Users can download trajectory data from the flight, called an ephemeris, from the AROW web page.

The ephemeris data can be used to track Orion with your own spaceflight software application or telescope. It can also be used to create a physics model, animation, visualization, tracking application, or other conceivable projects.

This data is generated by the Flight Dynamics Operations (FDO) group in the Mission Control Center at NASA’s Johnson Space Center in Houston. FDO is responsible for trajectory operations of Orion, keeping track of where the spacecraft is and where it is going to be. FDO uses tracking data from the Deep Space Network and predictive models to constantly update Orion’s predicted trajectory, so the Artemis flight control team has the best trajectory estimate possible. An accurate trajectory is essential for achieving mission objectives, maintaining communications links, lighting, adjusting the trajectory, and more.

Links at the bottom of the AROW web article will have the most current posted ephemeris. The ephemeris is in the Consultive Committee for Space Data Systems (CCSDS) Orbital Ephemeris Message (OEM) standard — a text file containing a header, metadata, explanatory information, and ephemeris data, available in the .txt file format.

After the OEM header, Orion state vectors — data describing exactly where Orion is located in space, and how it is moving — in the Mean of J2000 (J2K) reference frame are listed at four-minute intervals until entry interface at the end of mission.  During trajectory maneuvers, the state vectors are reported in two-second intervals. Each state vector lists the time in Coordinated Universal Time (UTC); position X, Y, and Z in km; and velocity X, Y, and Z in km/s.

OEMs will be publicly available after Orion separates from the SLS rocket’s interim cryogenic propulsion stage that will give the spacecraft the big in-space push needed to fly beyond the Moon. Entry data will also be available for Orion’s return to Earth.

Follow @NASA_Orion on Twitter for AROW mission updates during Artemis I. Through Artemis missions, NASA will land the first woman and the first person of color on the surface of the Moon, paving the way for a long-term lunar presence and serving as a steppingstone on the way to Mars.

Track Orion during Artemis I at:

https://www.nasa.gov/specials/trackartemis/

View the latest ephemeris at:

https://www.nasa.gov/feature/track-nasa-s-artemis-i-mission-in-real-time

 Erika Peters

NASA’s Johnson Space Center

#orion #artemis #Artemis I #NASA #Orion Spacecraft #spacecraft #AROW #Moon #tracker #ephemeris #data

[rizwanlal]

Complete your research with new data . . . . . . .

Improving personality is a multifaceted process that involves various factors such as self-awareness, emotional intelligence, communication skills, and interpersonal relationships. While there isn't a single "world's best" data set specifically designed for improving personality, there are several reputable resources and tools that can aid in this endeavor:

1. Personality assessments: Tests like the Big Five Personality Test or the Myers-Briggs Type Indicator (MBTI) provide insights into different aspects of personality, helping individuals understand their strengths, weaknesses, and areas for development.

2. Psychological research: Academic journals and articles in psychology provide valuable information on personality traits, behaviors, and development. Websites like Google Scholar or PsycINFO can be used to access research papers on personality psychology.

3. Self-help books and resources: Books like "The 7 Habits of Highly Effective People" by Stephen Covey or "Emotional Intelligence" by Daniel Goleman offer practical advice and strategies for personal growth and development.

4. Therapy and counseling: Working with a licensed therapist or counselor can provide personalized guidance and support in addressing specific personality-related challenges or goals.

5. Online courses and workshops: Platforms like Coursera, Udemy, or LinkedIn Learning offer courses on various aspects of personal development, including communication skills, emotional intelligence, and leadership.

6. Personal development apps: Mobile applications like Headspace (for mindfulness and meditation), Duolingo (for language learning), or Habitica (for habit formation) offer interactive tools and resources for improving different aspects of personality and behavior.

Remember, improving personality is a gradual and ongoing process, and it's essential to explore and experiment with different resources and approaches to find what works best for you.

#research #off topic #across the spiderverse #blogs #blog writing #donald trump #rwby #super mario #taylor swift #the mandalorian #the owl house #wally darling #yellowjackets #ted lasso

[luminary08]

I decided to draw some reference sheets for my agents/ocs so I wanted to post them here! Here is a quick rundown of everyone:

Ira/Agent 3/Captain:

Demigirl, They/Them, 15/17/22(Splatoon 1/2/3)

Laid-back and hardworking

Loves acting as the “cool and aloof mentor” but is actually a dork

As much of a Cuttlefish as Callie and Marie, thinks of them as older sisters and treats Cuttlefish with a lot of respect, lived with them when they became Agent 3, they moved out but they eventually moved back in again. They welcomed Ira back with open arms

Currently lives with the Squid Sisters in their apartment

Darby/Agent 4:

Trans guy, He/Him, 16/21

A social introvert with a heart of gold

Is the younger brother of Karla

Bro he has a little bit of anxiety

Was only in Inkopolis Square for a month due to school but had to leave. Is currently both studying and looking after his younger twin sisters at home

Doesn’t do a lot of agent work anymore due to his parents putting more pressure on him to study, which stresses him out

Karla/Agent 5:

Cis women, She/Her, 19/24

An enthusiastic social butterfly that loves teasing others

Is the older sister of Darby

Worked alongside Darby as Agents 4 and 5 due to seeing Darby go into a grate with a “mysterious and sketchy woman” so she was obviously worried. She learnt about the New Squidbeak Splatoon, got into a fight with Darby about him being Agent 4 but they did reconcile

As Agent 5, she mainly helped out Sheldon with gathering weapon data for his shop, which she managed to fully complete. Darby helped out when he was still in Inkopolis Square, but couldn’t after he moved back home. This took a few weeks to do.

Shares an apartment with Milo in Inkopolis Square, they get along very well

Has offered Darby her place to stay but he refused. She doesn’t know about their parents pressuring Darby to study, but she could definitely guess that it’s happening

Arien/Agent 8

Cis man, He/Him, 17/22

A stone-faced, stubborn amnesiac who just wants to relax

Has a big scar across his due to him failing tests, his are more recent than Milo’s

Intimidates people easily but is actually pretty chill

Works at Ammo Knights and is pretty content to work that job for life

He doesn’t know what to feel about Milo

Didn’t initially collect all of the mem cakes as Agent 8, but has since gone back and gotten them all, as well as having dealt with his “Inner Agent 3”

Really idolised Ira when they first met to the point of putting them on a pedestal, but has since worked on that and now views them as a close friend, although he still thinks they’re pretty cool

Moved to Splatsville for a change of pace, he actually offered Briar to come live with him after finding out that the newest NSS member was moving into Splatsville, but Briar declined, however they decided to move into the same apartment complex as him as neighbours instead

Milo/Agent 9

Nonbinary, They/Them, 20/25

A quiet amnesiac who keeps to themselves

Has a big scar across their back, like Arien’s but more faded, due to them failing tests

They only accompanied Arien in the Deepsea Metro. They didn't do a lot of tests with Arien. The reason they're called Agent 9 is due to Tartar calling them "Applicant 10,009"

Doesn’t speak or emote much but they’re slowing coming out of their shell

Was pretty much a zombie during their time in the Deepsea Metro so they don’t remember much.

They don’t remember anything prior to waking up and meeting Arien and Cuttlefish before they found Tartar and the rest of the Deepsea Metro. They don’t know if they want to

Is obsessed with humans and life before Inklings and Octolings

Lives with Karla in Inkopolis Square. Is really thankful that Karla offered them a place to stay, they’re really good friends

Feels like they’re drifting through life right now, although that might change when they wake up in an abandoned Inkopolis Square

Briar/Neo Agent 3

Agender, She/He/They, 16

A sassy smartass who is also a bit of a tsundere

Grew up in the Splatlands with Little Buddy/Pineapple, currently lives on the outskirts of Splatsville

Is partially fuzzy due to almost losing against Grizz but did win

Is actually working on how they act around others due to Ira’s influence and guidance

Does look up to Ira as a mentor but would rather be dead than her actually saying it to their face

Has a love-hate relationship regarding big clothes, sometimes he loves them, sometimes he hates them

Had no clue who Octavio was before Ira told them

Banned from Turf Wars and Anarchy Battles due to them being extremely ruthless in battle to the point of being violent. They actually started a wave of people using their weapons in an unintended way, which is also what got them banned

Loves messing around with Karla whenever she’s around, she also hangs out with Arien and he teaches her about things like social etiquette and living with others after having not done so before, like he’s talking from experience or something. He’s like a second mentor to Briar but not on the same level as Ira

To quickly explain the deal with Karla and Milo, I made them as Agents 4 and 8 when I decided to 100% Splatoon 2's single player and Octo Expansion. I got too attached to them however, and now they're actually in the story. In the story, Karla does get all of the weapon data for Sheldon, but Milo is not the one to get the mem cakes as it technically wouldn't count as Arien's mem cakes. Another thing I want to mention is that Milo's glasses partly change colour corresponding to a colour chip in Side Order.

Also yes, Milo is replacing Arien in my version of Side Order, it might give them more character development but we’ll see when the DLC releases. Some info may change over time however, I definitely want to post/draw more about them but I’ll see how this post does before I do anything.

#my art #splatoon #splatoon 3 #splatoon oc #ira(3) #darby(4) #karla(5) #arien(8) #milo(9) #briar(neo3)

[0xeff]

Disclaimer that my statements here in this post are provided as an individual, and do not represent Cherp Administration's opinions in any way shape or form.

I've had to stay quiet about this matter for so long for a number of complicated legal reasons. I'm not going to talk about those, because they're between Cherp administration and their lawyer. My hands were tied, but now they're not. It's time to address the elephant in the room. I do in fact believe the Thell sockpuppet theory. I, as someone who has worked with Thell for a considerable length of time on two separate projects, have seen a distinct lack of evidence that Insolent is or was a real and separate person from Thell.

I've seen the absolute joke of a contract, and I know that it's real. I also know that no version of any contract between the two that I've seen so far contains any information that would indicate they are two separate parties. They have been 'digitally signed', and as such lack a real signature, as well as any sort of means of getting in contact be it through mail, telephone, or a lawyer's office who supposedly looked the thing over and against all odds gave it the OK. I've never seen Thell share a single DM with Insolent in private at any point. He cites the reason for refusing to provide this information as being a breach of privacy, however such expectations of privacy only seem to be applicable to him. From what I have seen he's very willing to breach the privacy of others if he has something to gain from it. This was, as far as I'm aware, the big (but not the only) reason why he was ousted from Cherp entirely. A fact which he laments as being a breach on Cherp's end of a deal, allowing him to refuse to give up a server which was already paid for. Claiming that he was owed more money because his contract ended early. The straw that broke the camel's back was when he accessed the Cherp database and 'coincidentally' looked at a user's data claiming it was for testing purposes. This person was going to great strides to avoid him, showing up offline in discord and and not responding to anything publicly where he could see it. By looking at their data, he was able to discern that they were actually online and active, giving him the chance to continue to harass them for a response knowing that they're seeing it. I'm not going to name them out of respect for their comfort and privacy, but if they want to come forward at some point they can. As far as I can tell, he began Cherp as Insolent and grew fond of someone there over time. He couldn't begin a relationship as Insolent though, that would not work out at all. I think that he faked her collapsing under the pressure that Cherp was causing, lashing out more and more, until he could step in himself as a savior in hosting Cherp. Making him as his real self involved and allowing him to get closer to his crush. He even had a 'falling out' with Insolent around this time (remember when he claimed his servers were sabotaged?). Things didn't turn out that way though, they weren't interested in that sort of a relationship. It's at this point where bridges start getting burned. He acts out, he begins to get more irate. Problems continue to pop up, the only arbiter of truth about said problems being real of course are him. Problems which require downtime. It felt like he was doing everything in his power to separate himself from it all in a way that would inflict the most damage. To my surprise, him and Insolent are suddenly on good terms again despite the batshit things that he claimed she did. I've spoken to other people he's worked closely with in the past on other projects and this seems to be a well defined pattern of behavior for him. He will burn a project to the ground if things don't go his way, allegedly. There's a lot more to say, but I'll leave it at this for now. I don't trust him, I feel terrible that he's in charge of MxRP. I wish that he would have taken my or TT's offer to buy MxRP from him instead of going with some out of nowhere random that he only knows and can contact via a person who up until very recently he's been claiming to butt heads with (In case it isn't clear I don't believe AKI existed either). I'm not going to tell anyone to not spend money on MxRP, but I hope that people understand they should be wary. He's given a lot of reasons to be skeptical, I think.

#cherp #mxrp