A new version of the famous 3V diagram from Drew Conway – DataViz

Statistical Computing as a sub-field of #DataScience:  #abdsc #BigData #MachineLearning

  • American Medical Association (AMA) – The American Medical Association (AMA), the nation’s largest professional Association of physicians, has a dynamic opportunity for the right indivi…
  • There’s been many variations of this theme – defining big data with 3Vs (or more, including velocity, variety, volume, veracity, value), as well as other representations such as the data science alphabet .
  • Data is a proven way to protect yourself from cognitive bias and… Continue

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@KirkDBorne: “Statistical Computing as a sub-field of #DataScience: #abdsc #BigData #MachineLearning”


Guest blog post by Vincent Granville
There’s been many variations of this theme – defining big data with 3Vs (or more, including velocity, variety, v…


A new version of the famous 3V diagram from Drew Conway – DataViz

Unity 5.x Game AI Programming Cookbook

  • The seeing function using a collider-based system
  • The hearing function using a graph-based system
  • Managing race difficulty using a rubber-banding system

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@pctroll: “Check out my @unity3d cookbook on #ArtificialIntelligence with 70+ recipes for your next game! #ai #gamedev”


Build and customize a wide range of powerful Unity AI systems with over 70 hands-on recipes and techniques


Unity 5.x Game AI Programming Cookbook | PACKT Books

The World’s Smartest People Speak on Artificial Intelligence

The World’s Smartest People Speak on Artificial Intelligence

  • Artificial intelligence (AI) will end us, save us or-less jazzy-sounding but the more probable intersection of both-eventually obsolete us.
  • Posted by Aleksandar Vukovic in categories: robotics/AI , supercomputing
  • From humbling chess grandmaster losses at the hands of mathematically brilliant supercomputers to semantic networks with the linguistic grasp of a four-year-old, one thing seems certain: AI is coming.

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@lifeboathq: “The World’s Smartest People Speak on Artificial Intelligence”


The World’s Smartest People Speak on Artificial Intelligence


The World’s Smartest People Speak on Artificial Intelligence

[1511.07122] Multi-Scale Context Aggregation by Dilated Convolutions

  • Dense prediction and image classification are structurally different.
  • In the work, we develop a new convolutional network module that is specifically designed for dense prediction.
  • We show that the presented context module increases the accuracy of state-of-the-art semantic segmentation systems.

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@karpathy: “Dilated convolutions are a very good idea. Expecting this to become standard already supported by Torch/Tensorflow”



[1511.07122] Multi-Scale Context Aggregation by Dilated Convolutions

Artificial Intelligence on trial

  • It was emphasised to the jury that whilst a human programmer had engineered the algorithm,…

    Link to Full Article: Artificial Intelligence on trial

  • Welcome to the home of information resources for AI and ML. We hope you find this site useful.
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@lambdamedia: “Artificial Intelligence on trial – RT @jose_garde”


Artificial Intelligence on trial

A couple of weeks ago I received this in the post: It’s a fake jury summons to Southwark Crown Court for the trial of a theoretical rogue algorithm called Superdebthunterbot. It was, of course, just a bit performance art, the brainchild of Goldsmiths College artist Helen Knowles. But it was also a wonderful exercise in what might happen if a free-thinking evolutionary algorithm, hatched to maximise the efficiency of bad debt collection, took any means possible to meet its objectives. In this case Superdebthunterbot had supposedly encouraged indebted students — through digital marketing trickery — to sign-up for unregulated medical trials in a bid to raise the cash they owed to the debt collection agency. It was emphasised to the jury that whilst a human programmer had engineered the algorithm,…

Link to Full Article: Artificial Intelligence on trial


Artificial Intelligence on trial | homeAI.info

What Deep Learning and Machine Learning Mean For the Future of SEO – Whiteboard Friday – GrowthHackers

What Deep Learning and Machine Learning Mean For the Future of #SEO - Whiteboard Friday

  • Discuss emerging growth opportunities with top growth hackers like Sean Ellis and Morgan Brown
  • Follow specific topics like viral marketing, growth hacks and early traction
  • Yes, create my free account No thanks, I just want the email

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@GrowthHackerSEO: “What Deep Learning and Machine Learning Mean For the Future of #SEO – Whiteboard Friday”


Imagine a world where even the high-up Google engineers don’t know what’s in the ranking algorithm. We may be moving in that direction


What Deep Learning and Machine Learning Mean For the Future of SEO – Whiteboard Friday – GrowthHackers

A curated list of awesome TensorFlow experiments, libraries, and projects; from computer vision to auto-generated classical music! Inspired by awesome-machine-learning. • /r/MachineLearning

  • subreddit: subreddit find submissions in “subreddit” author: username find submissions by “username” site: example.com find submissions from “example.com” url: text search for “text” in url selftext: text search for “text” in self post contents self:yes (or self:no) include (or exclude) self posts nsfw:yes (or nsfw:no) include (or exclude) results marked as NSFW
  • For Beginner questions please try /r/MLQuestions or http://stackoverflow.com/
  • Use of the site constitutes acceptance of our User Agreement and Privacy Policy (updated) .

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@mxlearn: “A curated list of awesome TensorFlow experiments, libraries, and projects; from computer vision to auto-gener…”


reddit: the front page of the internet


A curated list of awesome TensorFlow experiments, libraries, and projects; from computer vision to auto-generated classical music! Inspired by awesome-machine-learning. • /r/MachineLearning