blogdasuma-blog

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The History and Future of Artificial Intelligence (A.I.)

New Post has been published on http://dasuma.es/es/history-future-artificial-intelligence/

The History and Future of Artificial Intelligence (A.I.)

The last five years have witnessed a dramatic resurgence of excitement in the goal of creating intelligent machines.

Technology companies are now investing billions of dollars in this field, new research laboratories are springing up around the globe, and competition for talent has become intense. In this Discourse Chris Bishop describes some of the recent technology breakthroughs which underpin this enthusiasm, and explores some of the many exciting opportunities which artificial intelligence offers.

Chris Bishop is the Laboratory Director at Microsoft Research Cambridge and is a professor of computer science at the University of Edinburgh. He has extensive expertise in artificial intelligence and machine learning. (May 2017)

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Intro - Training a neural network to play a game with TensorFlow and Open AI

New Post has been published on http://dasuma.es/es/intro-training-neural-network-play-game-tensorflow-open-ai-2/

Intro - Training a neural network to play a game with TensorFlow and Open AI

This tutorial mini series is focused on training a neural network to play the Open AI environment called CartPole.

The idea of CartPole is that there is a pole standing up on top of a cart. The goal is to balance this pole by wiggling/moving the cart from side to side to keep the pole balanced upright.

Sample code: https://pythonprogramming.net/openai-… https://twitter.com/sentdex https://www.facebook.com/pythonprogra… https://plus.google.com/+sentdex

#cartPole #sentdex

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How to Prevent an AI Apocalypse

New Post has been published on http://dasuma.es/es/prevent-ai-apocalypse/

How to Prevent an AI Apocalypse

I traveled to Amsterdam for a week to speak at The Next Web Conference on AI Safety. While roaming the streets of the city, I decided to take some shots and formulate a video on the same topic for you guys. In the battle of good vs evil, it’s up to our community to ensure good wins. I’ll resume the coding videos next week when I get back to San Francisco.

Please Subscribe! And like. And comment. That’s what keeps me going.

I’ll post a link to the talk once it’s up, here’s an article in the mean time: https://thenextweb.com/artificial-int…

More Learning resources: https://futureoflife.org/ai-safety-re… https://iamtrask.github.io/2017/03/17… https://blog.openai.com/concrete-ai-s… https://intelligence.org/why-ai-safety/ https://80000hours.org/career-reviews… https://foundational-research.org/fil…

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And please support me on Patreon: https://www.patreon.com/user?u=3191693

#AI Apocalypse #Siraj Raval

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How to Make an Evolutionary Tetris AI

New Post has been published on http://dasuma.es/es/make-evolutionary-tetris-ai/

How to Make an Evolutionary Tetris AI

Let’s use an evolutionary algorithm to improve a Tetris AI! We’ll be coding this in Javascript (gasp) because I want to try something different. Through the process of selection, crossover, and mutation our AI will eventually be able to reach the high score of 500 in record time.

https://www.youtube.com/watch?v=xLHCMMGuN0Q Code for this video: https://github.com/llSourcell/How_to_…

Please Subscribe! And like. And comment. That’s what keeps me going.

More Learning resources: https://www.youtube.com/watch?v=L–Ix… https://luckytoilet.wordpress.com/201… https://codemyroad.wordpress.com/2013… http://www.cs.uml.edu/ecg/uploads/AIf… http://cs229.stanford.edu/proj2015/23…

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And please support me on Patreon: https://www.patreon.com/user?u=3191693

#Siraj Raval #tetris #Youtube

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How to Make an Evolutionary Tetris AI

New Post has been published on http://dasuma.es/es/make-evolutionary-tetris-ai/

How to Make an Evolutionary Tetris AI

Let’s use an evolutionary algorithm to improve a Tetris AI! We’ll be coding this in Javascript (gasp) because I want to try something different. Through the process of selection, crossover, and mutation our AI will eventually be able to reach the high score of 500 in record time.

Code for this video: https://github.com/llSourcell/How_to_…

Please Subscribe! And like. And comment. That’s what keeps me going.

More Learning resources: https://www.youtube.com/watch?v=L–Ix… https://luckytoilet.wordpress.com/201… https://codemyroad.wordpress.com/2013… http://www.cs.uml.edu/ecg/uploads/AIf… http://cs229.stanford.edu/proj2015/23…

Join us in the Wizards Slack channel: http://wizards.herokuapp.com/

And please support me on Patreon: https://www.patreon.com/user?u=3191693

#Siraj Raval #tetris #Youtube

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Parquet vs Avro: Format Face-off!

New Post has been published on http://dasuma.es/es/parquet-vs-avro-format-face-off/

Parquet vs Avro: Format Face-off!

Once and for all, we determine which of these formats is optimal for which type of dataset.

#avro #hdfs #parquet

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How to Generate Images - Intro to Deep Learning

New Post has been published on http://dasuma.es/es/generate-images-intro-deep-learning/

How to Generate Images - Intro to Deep Learning

We’re going to build a variational autoencoder capable of generating novel images after being trained on a collection of images. We’ll be using handwritten digit images as training data. Then we’ll both generate new digits and plot out the learned embeddings. And I introduce Bayesian theory for the first time in this series 🙂

Code for this video: https://github.com/llSourcell/how_to_…

Mike’s Winning Code: https://github.com/xkortex/how_to_win…

SG’s Runner up Code: https://github.com/esha-sg/Intro-Deep…

Please subscribe! And like. And comment. That’s what keeps me going.

2 things -The embedding visualization at the end would be more spread out if i trained it for more epochs (50 is recommended) but i just used 5. -The code in the video doesn’t fully implement the reparameterization trick (to save space) but check the GitHub repo for details on that.

More Learning resources: https://jaan.io/what-is-variational-a… http://kvfrans.com/variational-autoen… http://blog.fastforwardlabs.com/2016/… http://blog.fastforwardlabs.com/2016/… http://blog.evjang.com/2016/11/tutori… https://jmetzen.github.io/2015-11-27/…

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And please support me on Patreon: https://www.patreon.com/user?u=3191693

#autoencoder #Siraj Raval

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How to Use Tensorboard (LIVE)

New Post has been published on http://dasuma.es/es/use-tensorboard-live/

How to Use Tensorboard (LIVE)

We’re going to learn how the visualizer that comes with Tensorflow works in this live stream. We’ll go through a bunch of different features and test out its functionality both programmatically and visually.

4:41 code begins 37:07 tensorboard visualization begins

Code for this video: https://github.com/llSourcell/how_to_…

Please Subscribe! And like. And comment. That’s what keeps me going.

More Learning resources: https://www.tensorflow.org/get_starte… http://ischlag.github.io/2016/06/04/h… https://www.youtube.com/watch?v=3bown… https://blog.altoros.com/visualizing-… http://www.titiapps.com/hands-on-tens…

Join us in the Wizards Slack channel: http://wizards.herokuapp.com/

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Streaming Live from UploadVR’s Studio in San Francisco!: https://www.youtube.com/uploadvr

#Siraj Raval #tensorf #Training #Youtube

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Amazon Echo having a conversation with Google Home

New Post has been published on http://dasuma.es/es/amazon-echo-conversation-google-home/

Amazon Echo having a conversation with Google Home

Let your Amazon Echo (Alexa) have a conversation with Google Home!

For those who are interested in the technical aspects:

By saying ‘Echo, start small talk”, a custom app for the Echo (called ‘skill’) is invoked and the Echo starts the conversation. On Google Home, there isn’t running any custom app at any time.

Every time the Echo asks Google Home a question, it waits for its answer and (when it asks for the time) later processes the input.

After the last command has been spoken by the Echo, the skill stops. When Google Home responds with ‘Echo, you are great!’, the base functionality of Amazon Echo gets invoked (not a custom skill).

The skill is not published.

Here’s another video demonstrating some different functionality – shot in the dark:

#alexa #amazon #amazon echo #google home

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what is game theory? The Science of Decision-Making

New Post has been published on http://dasuma.es/es/game-theory-science-decision-making/

what is game theory? The Science of Decision-Making

With up to ten years in prison at stake, will Wanda rat Fred out? Game theory is looking at human interactions through the lens of mathematics.

Hosted by: Hank Green ———- Support SciShow by becoming a patron on Patreon: https://www.patreon.com/scishow ———- Dooblydoo thanks go to the following Patreon supporters — we couldn’t make SciShow without them! Shout out to Kevin Bealer, Justin Lentz, Mark Terrio-Cameron, Patrick Merrithew, Accalia Elementia, Fatima Iqbal, Benny, Kyle Anderson, Mike Frayn, Tim Curwick, Will and Sonja Marple, Philippe von Bergen, Chris Peters, Kathy Philip, Patrick D. Ashmore, Thomas J., charles george, and Bader AlGhamdi. ———- Like SciShow? Want to help support us, and also get things to put on your walls, cover your torso and hold your liquids? Check out our awesome products over at DFTBA Records: http://dftba.com/scishow ———- Looking for SciShow elsewhere on the internet? Facebook: http://www.facebook.com/scishow Twitter: http://www.twitter.com/scishow Tumblr: http://scishow.tumblr.com Instagram: http://instagram.com/thescishow ———- Sources: https://www.khanacademy.org/economics… http://levine.sscnet.ucla.edu/general… http://assets.cambridge.org/97805213/… https://www.youtube.com/watch?v=qcLZM… http://link.springer.com/chapter/10.1… http://www.gametheory.net/dictionary/…

Image Links: https://en.wikipedia.org/wiki/John_Fo….

#Game Theory

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quien está "endiferido" #ahorapodemos #ciudadanos @PPopular pp #somossocialistas @PSOE en twitter en España 24/03/2017?

New Post has been published on http://dasuma.es/es/quien-esta-endiferido-ahorapodemos-ciudadanos-ppopular-pp-somossocialistas-psoe-en-twitter-en-espana-24032017/

quien está "endiferido" #ahorapodemos #ciudadanos @PPopular pp #somossocialistas @PSOE en twitter en España 24/03/2017?

Ver los tweets actuales aquí

No se puede garantizar la validez de la información

Ver los tweets actuales aquí

#ahorapodemos #ciudadanos #Partido Popular #Podemos #psoe #Reporting Tools #Sentiment Analysis #Twitter

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How to Make a Language Translator - Intro to Deep Learning

New Post has been published on http://dasuma.es/es/make-language-translator-intro-deep-learning/

How to Make a Language Translator - Intro to Deep Learning

Let’s build our own language translator using Tensorflow! We’ll go over several translation methods and talk about how Google Translate is able to achieve state of the art performance.

Code for this video: https://github.com/llSourcell/How_to_…

Ryan’s Winning Code: https://github.com/rtlee9/recipe-summ…

Sarah’s Runner-up Code: https://github.com/scollins83/teal_deer

More Learning Resources: https://medium.com/@ageitgey/machine-… https://www.tensorflow.org/tutorials/… https://devblogs.nvidia.com/parallelf… https://www.youtube.com/watch?v=vxibD… http://neural-monkey.readthedocs.io/e… http://blog.systransoft.com/how-does-… http://www.wildml.com/2016/01/attenti… https://blog.altoros.com/enabling-mul… https://www.quora.com/How-can-I-build… https://blog.heuritech.com/2016/01/20… https://smerity.com/articles/2016/goo…

Please Subscribe! And like. And comment. That’s what keeps me going.

Join us in the Wizards Slack channel: http://wizards.herokuapp.com/

And please support me on Patreon: https://www.patreon.com/user?u=3191693

#language translator #Siraj Raval

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A day in the life of the Internet of Things IoT

New Post has been published on http://dasuma.es/es/day-life-internet-things-iot/

A day in the life of the Internet of Things IoT

The IoT requires three fundamental elements for “Things” to effectively become part of systems and add value to apps, services, and whatever else it is that they integrate. Watch and see how the IoT module, connectivity and platform come together to deliver benefits and comforts we enjoy in our everyday lives, all thanks to a working and functioning Internet of Things.

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MATRIX - The Internet of Things for Everyone

New Post has been published on http://dasuma.es/es/matrix-internet-things-everyone/

MATRIX - The Internet of Things for Everyone

The World’s First Smart Home App Ecosystem (3 killer apps included) + revolutionary platform connecting the physical and online worlds.

SUPPORT THIS PROJECT HERE: http://www.admobilize.com/

SUBSCRIBE: http://bit.ly/1OjoHD6 for new videos! WATCH ALL CREATIONS HERE: http://bit.ly/1JA2Dxp OUR WEBSITE: http://www.futureideas.us

#matrix

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que es big data ?

New Post has been published on http://dasuma.es/es/que-es-big-data/

que es big data ?

BIG DATA es un concepto que hace referencia a grandes cantidades de información, disponibles en diversos formatos y tipos de estructuras, recopilada principalmente a través de Internet mediante la interacción de los usuarios de computadores, teléfonos móviles y dispositivos GPS, entre otros.

#big data que es

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What is Big Data and how does it work

New Post has been published on http://dasuma.es/es/big-data-work/

What is Big Data and how does it work

We explain in collaboration with Anchormen what Big Data is and the possibilities that it holds.

WEBSITE: http://www.funk-e.com FACEBOOK: http://www.facebook.com/funkeanimations TWITTER: http://www.twitter.com/funkeanimations

#what is big data

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what is iot internet of things

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what is iot internet of things

Fun, animated video answers: What does the Internet of Things mean? The Internet of Things (IoT) is an evolution of mobile, home, and embedded devices that are connected to the internet, integrating computing capabilities and using data analytics to extract valuable information. Soon, hundreds of billions of devices will be connected to the Internet. Connected devices become intelligent systems of systems, sharing data over the cloud and transforming our businesses, lives, and world in countless ways. Intel processors are designed to help you get to market faster and allow users to scale solutions across a variety of platforms. Watch to learn more.

Join the conversation on Twitter at http://twitter.com/Inteliot and with #Inteliot.Subscribe now to Intel on YouTube: http://bit.ly/1BZDtpf

About Intel: Intel, the world leader in silicon innovation, develops technologies, products and initiatives to continually advance how people work and live. Founded in 1968 to build semiconductor memory products, Intel introduced the world’s first microprocessor in 1971. This decade, our mission is to create and extend computing technology to connect and enrich the lives of every person on earth.

Connect with Intel: Visit Intel WEBSITE: http://intel.ly/1WXmVMe Like Intel on FACEBOOK: http://intel.ly/1wrbYGi Follow Intel on TWITTER: http://intel.ly/1wrbXC8 Follow Intel on INSTAGRAM: http://bit.ly/1OJuPTg Visit iQ: http://intel.ly/1wrbXCd

Intel IoT — What Does The Internet of Things Mean? https://www.youtube.com/user/channeli…

#intel