Machine Learning Top 10 Articles for the Past Month (v.Aug 2018)

For the past month, we ranked nearly 1,400 Machine Learning articles to pick the Top 10 stories that can help advance your career (0.7% chance).

Topics in this list: Capture the Flag, Glow, Molecular Pattern, Transformations, Natural Language, Uber, Dexterity, Image Parameterizations, OpenCV
Also published on the publication

Course of the month:

A) Beginners: Python for Data Science and Machine Learning Bootcamp. [25,269 recommends, 4.5/5 stars]

B) Deep Learning: Convolutional Neural Networks in Python. [1,290 recommends, 4.6/5 stars]

Rank 1

Capture the Flag: How agents achieve human-level performance in a complex first-person multiplayer game, and can even collaborate with human teammates

Rank 2

Synthesizing realistic high-resolution images with Glow, a new reversible generative model

Rank 3

Scaling up molecular pattern recognition with DNA-based winner-take-all neural networks

Rank 4

Feature-wise transformations

Rank 5

Natural Language Processing is Fun!

Rank 6

An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

Rank 7

Learning Dexterity: A real robot hand, trained with same learning algorithm and code as OpenAI Five, has learned human-like motions to rotate objects

Rank 8

Differentiable Image Parameterizations

Rank 9

OpenCV Object Tracking

Rank 10

Cutting-Edge Face Recognition is Complicated. These Spreadsheets Make it Easier.