Machine Learning Top 10 Articles For the Past Month (v.Sep 2017)

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Machine Learning Top 10 Articles For the Past Month (v.Sep 2017)

 

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.
  • Top 10 for Python, JavaScript, etc. are posted in the publication

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.

Rank 1

Machine Learning for Humans. Courtesy of Vishal Maini

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Rank 2

Effective Tensorflow: TensorFlow Best Practices. [5,930 stars on Github]. Courtesy of Vahid Kazemi, ML at Google

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Rank 3

Pysc2: StarCraft II Learning Environment by DeepMind [2,883 stars on Github].

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………. [ Tutorial on DeepMind’s StarCraft II Environment ]

……….. [ Video on Two Minute Papers ]

Rank 4

Object detection: an overview in the age of Deep Learning. Courtesy of Javier Rey

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Rank 5

Imagination-Augmented Agents for Deep Reinforcement Learning — DeepMind.

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………… [ Read Paper ]

………… [ Video on Two Minute Paper ]

Rank 6

Background removal with deep learning. Courtesy of Gidi Shperber

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Rank 7

Reinforcement Learning on Dota 2 at OpenAI [Part II]

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……….. [ Dota 2 — Part I ]

Rank 8

Deep Learning for Siri’s Voice: On-device Deep Mixture Density Networks for Hybrid Unit Selection Synthesis. Courtesy of Siri Team at Apple

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Rank 9

How to Intentionally Trick Neural Networks — Machine Learning is Fun Part 8. Courtesy of Adam Geitgey

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Rank 10

How to train your own Object Detector with TensorFlow’s Object Detector API. Courtesy of Dat Tran

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Source: https://medium.mybridge.co/machine-learning-top-10-articles-for-the-past-month-v-sep-2017-c68f4b0b5e72

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