For the past month, we’ve ranked nearly 1,400 Machine Learning articles to pick the Top 10 stories that can help advance your career. (0.7% chance to be picked in the list)
- Topics in this list: StarCraft II, Dota 2, Object Detection, Speech Recognition, Siri, Imagination Reinforcement Learning, Neural Networks, TensorFlow
- Open source of the month is included at the end.
Mybridge AI ranks articles based on the quality of content measured by our machine and a variety of human factors including engagement and popularity. This is a competitive list and you’ll find the experience and techniques shared by the experienced Data Scientists particularly useful.
Machine Learning for Humans. Courtesy of Vishal Maini
Effective Tensorflow: TensorFlow Best Practices. [5,930 stars on Github]. Courtesy of Vahid Kazemi, ML at Google
Pysc2: StarCraft II Learning Environment by DeepMind [2,883 stars on Github].
………. [ Tutorial on DeepMind’s StarCraft II Environment ]
……….. [ Video on Two Minute Papers ]
Object detection: an overview in the age of Deep Learning. Courtesy of Javier Rey
Imagination-Augmented Agents for Deep Reinforcement Learning — DeepMind.
………… [ Read Paper ]
………… [ Video on Two Minute Paper ]
Background removal with deep learning. Courtesy of Gidi Shperber
Reinforcement Learning on Dota 2 at OpenAI [Part II]
……….. [ Dota 2 — Part I ]
Deep Learning for Siri’s Voice: On-device Deep Mixture Density Networks for Hybrid Unit Selection Synthesis. Courtesy of Siri Team at Apple
How to Intentionally Trick Neural Networks — Machine Learning is Fun Part 8. Courtesy of Adam Geitgey
How to train your own Object Detector with TensorFlow’s Object Detector API. Courtesy of Dat Tran