Machine Learning Top 10 Articles for the Past Year (v.2017)

https://medium.mybridge.co/machine-learning-top-10-of-the-year-v-2017-7552599935c0#.uw6egkhl7

 

 

 

 

 

Machine Learning Top 10 Articles for the Past Year (v.2017)

For the past year, we’ve ranked nearly 14,500 Machine Learning articles to pick the Top 10 stories (0.069% chance) that can help you advance your career in 2017.

“It was machine learning that enabled AlphaGo to whip itself into world-champion-beating shape by playing against itself millions of times” — Demis Hassabis, Founder of DeepMind

AlphaGo astonishes Go grandmaster Lee Sedol with its winning move

This machine learning list includes topics such as: Deep Learning, A.I., Natural Language Processing, Face Recognition, Tensorflow, Reinforcement Learning, Neural Networks, AlphaGo, Self-Driving Car.

This is an extremely competitive list and Mybridge has not been solicited to promote any publishers. Mybridge A.I. ranks articles based on the quality of content measured by our machine and a variety of human factors including engagement and popularity. Academic papers were not considered in this batch.

Give a plenty of time to read all of the articles you’ve missed this year. You’ll find the experience and techniques shared by the leading data scientists particularly useful.

Rank 1

Complete Deep Learning Tutorial, Starting with Linear Regression. Courtesy of Andrew Ng at Stanford University

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Rank 2

Teaching Computer to Play Super Mario with DeepMind & Neural Networks. Courtesy of Ehren J. Brav

……. [ Super Mario Machine Learning Demonstration with MarI/O ]

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Rank 3

A Beginner’s Guide To Understanding Convolutional Neural Networks [CNN Part I]. Courtesy of Adit Deshpande

………………………………… [ CNN Part II ]

………………………………… [ CNN Part III ]

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Rank 4

Modern Face Recognition with Deep Learning — Machine Learning is Fun [Part 4]. Courtesy of Adam Geitgey

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Rank 5

Machine Learning in a Year: From a total beginner to start using it at work. Courtesy of Per Harald Borgen

……………….….…….[ Machine Learning In a Week ]

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Rank 6

Building Jarvis AI with Natural Language Processing. Courtesy of Mark Zuckerburg, CEO at Facebook.

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Rank 7

Image Completion with Deep Learning in TensorFlow. Courtesy of Brandon Amos, Ph.D at Carnegie Mellon University

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Rank 8

The Neural Network Zoo.

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Rank 9

How to Code and Understand DeepMind’s Neural Stack Machine. Courtesy of Andrew Trask, PhD at University of Oxford

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Rank 10

Neural Network that Changes Everything. Courtesy of Computerphile and Dr. Mike Pound, PhD at University of Nottingham

<Open Source of the Year>

No 1) Image Resolution

Neural Enhance: Super Resolution for images using deep learning.

[6,057 stars on Github]

No 2) Reinforcement Learning

Implementation of Reinforcement Learning Algorithms in Python, OpenAI Gym, Tensorflow

[2,185 stars on Github]

No 3) Tensorflow

Fast Style Transfer in TensorFlow

[2,553 stars on Github]

<Course of the Year>

No 1) Beginner

Data Science for Beginners: Deep Learning in Python with Tensor flow and Neural Networks.

[7,605 recommends, 4.6/5 rating]

No 2) Intermediate

Machine Learning A-Z: Hands-On Python & R In Data Science: Create ML Algorithms from two Data Science experts

[26,286 recommends, 4.5/5 rating]

<Bonus>

No 1) Visual Guide

A Visual Introduction to Machine Learning. Courtesy of stephanie yee and Tony Chu

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No 2) Interview

40 Interview Questions asked at Startups in Machine Learning & Data Science

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No 3) Dataset

104 of the Best Free Data Sources

.