Top Ten Machine Learning Articles for the Past Month.
We’ve observed nearly 1,600 articles posted about machine learning, deep learning and AI in July 2016.
Machine learning is a field of study that gives computers the ability to learn without being explicitly programmed — Arthur Samuel, 1959.
Mybridge AI evaluates the quality of content and ranks the best articles for professionals. This list is competitive and carefully includes great articles for you to read, so that you can learn and code more productively in the field of machine learning.
1,600 -> 10. Only 0.63% chance to be included in the list.
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This is our first Machine Learning Top 10 list. We’ll try to make this curation specific by separating it out from Data Science, Algorithm, Database and Python (these shall come next).
Rank 1
Machine Learning: A study of algorithms that learn from data and experience.
Rank 2
A Beginner’s Guide To Understanding Convolutional Neural Networks [Part I]. Courtesy of Adit Deshpande at UCLA
………………………………Click here for Part II
Rank 3
Modern Face Recognition with Deep Learning — Machine Learning is Fun [Part 4] Courtesy of Adam Geitgey
Rank 4
Approaching (Almost) Any Machine Learning Problem. Courtesy of Abhishek Thakur at Kaggle Team
Rank 5
A Visual Introduction to Machine Learning [2015 post trending last month]. Courtesy of stephanie yee and Tony Chu
Rank 6
Deep Learning Tutorial at Stanford — Starting from Linear Regression. Courtesy of @AndrewYNg
Rank 7
Bayesian Machine Learning, Explained. Courtesy of Zygmunt Zając
Rank 9
“Can computers become conscious?”: My reply to Roger Penrose. Courtesy of Scott Aaronson, Computer Science Professor at MIT
Rank 10
Comparing the Top Five Computer Vision APIs. Courtesy of Gaurav Oberoi
<Bonus>
No.1) Library
tflearn: Deep learning library featuring a higher-level API for TensorFlow.
[3,232 stars on Github]
.
No.2) Tool
Magenta: Music and Art Generation with Machine Intelligence
[2,854 stars on Github]
.
No.3) Course for beginners
Data Science and Machine Learning Bootcamp with R (most popular as of August 3)
[1,480 recommends, 4.8/5 rating]