Deep Hunt — Issue #62
As the week comes to an end, here are the highlights: Amazon launches SageMaker RL; Artificial Intelligence, China And The U.S. — How The U.S. Is Losing The Technology War; So you want to be a Research Scientist; GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
News
Amazon SageMaker RL builds on top of Amazon SageMaker, adding pre-packaged RL toolkits and making it easy to integrate any simulation environment.
Articles
Artificial Intelligence, China And The U.S. — How The U.S. Is Losing The Technology War
Where is technology leading us to, what are the major powers doing? Is it even a war? The author explores these questions with some views of their own.
Tutorials, Tools and Tips
So you want to be a Research Scientist
Vincent Vanhoucke has very good advice for those who want to be research scientists. The blog post talks about what it means to be a researcher, and some of the differences between research and engineering.
Stanford CS-230 Deep Learning Cheat Sheets
This repository aims at summing up in the same place all the important notions that are covered in Stanford’s CS 230 Deep Learning course including CNNs, RNNs and tips and tricks!
This Gab Corpus represents more than a month of effort by various data researchers and can be used for studying hate speech and toxicity on social media platforms.
Research
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
This amazing research identifies the neurons responsible for various concepts like trees, clouds and such and also built a tool to explore and paint in them!
If you like what you are reading, please follow and recommend to your friends or give a shoutout on Twitter! I’m glad to hear your suggestions and recommendations @deephunt_in or in comments below!
