Friday, August 18, 2017

Recent AI, Big Data, Deep Learning, Machine Learning Info Digest 2017/08/18


Thoughts after taking the Deeplearning.ai courses
The fast AI course mainly teaches you the art of driving while Andrew’s course primarily teaches you the engineering behind the car.

DeepMind and Blizzard open StarCraft II as an AI research environment
DeepMind's scientific mission is to push the boundaries of AI by developing systems that can learn to solve complex problems. To do this, we design agents and test their ability in a wide range of environments from the purpose-built DeepMind Lab to established games, such as Atari and Go.

Hype or Not? Some Perspective on OpenAI’s DotA 2 Bot
As I started looking more into what exactly the DotA 2 bot was doing, how it was trained, and what game environment it was in, I came to the conclusion that it’s an impressive achievement, but not the AI breakthrough the press would like you to believe it is. That’s what this post is about.

Artificial Intelligence Is Likely to Make a Career in Finance, Medicine or Law a Lot Less Lucrative
First generation robots worked in factories. Second generation robots are preparing for white-collar professions. Sort of like people.

How to create a Neural Network in JavaScript in only 30 lines of code
In this article Per Harald Borgen will show you how to create and train a neural network using Synaptic.js, which allows you to do deep learning in Node.js and the browser.

Finding chairs the data scientist way! (Hint: using Deep Learning) – Part I
In this article, Faizan Shaikh will cover how I defined the problem. I will also mention what were the steps I took to solve the problem. Consider it as a raw uncut version of my experience as I tried to solve the problem.

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