Recent AI, Deep Learning, Machine Learning Study Guide 2017/09/29

15 minute guide to choose effective courses for machine learning and data science
Advice from Tirthajyoti Sarkar for young professionals in non-CS field who wants to learn and contribute to data science/machine learning. Curated from personal experience.

The Complete Guide on Learning Deep Learning
This guide by Susan Li covers almost all the courses for Deep Learning.

NVIDIA Deep Learning Institute (DLI)
The NVIDIA Deep Learning Institute (DLI) offers hands-on training for developers, data scientists, and researchers looking to solve the world’s most challenging problems with deep learning.

Recent AI, Big Data, Deep Learning, Machine Learning Info Digest 2017/08/04

The future of deep learning
This post is adapted from Section 3 of Chapter 9 of  Francois Chollet's book, Deep Learning with Python (Manning Publications). It is part of a series of two posts on the current limitations of deep learning, and its future. You can read the first part here: The Limitations of Deep Learning.

What's Next For Deep Learning?
Answer by Ian Goodfellow, AI Research Scientist at Google Brain, on Quora: There are a lot of things that are next for deep learning. Instead of thinking of moving forward in one direction, think of expanding outward in many directions.

TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks
The authors present a framework for specifying, training, evaluating, and deploying machine learning models. Our focus is on simplifying cutting edge machine learning for practitioners in order to bring such technologies into production. 

Nvidia uses AI to create 3D graphics better than human artists can
Nvidia’s researchers have created a way for AI to create realistic human facial animations in a fraction of the time it takes human artists to do the same thing.

Cutting Edge Deep Learning for Coders—Launching Deep Learning Part 2
These 15 hours of lessons take you from part 1’s best practices, all the way to cutting edge research. 

Recent Big Data and Machine Learning Info Digest 2016/09/23

Data Science: A Kaggle Walkthrough – Creating a Model

Deep Learning in a Nutshell: Reinforcement Learning

Why do deep neural nets require so much training data to perform well?

6 Startups Using AI for Algorithmic Trading Strategies

Ten Myths About Machine Learning

How Hillary's Campaign Is (Almost Certainly) Using Big Data