Resources
Resources by Type
Bookmarks
- The R Graph Gallery A collection of graphics created in R.
- The Python Graph Gallery A collection of graphics created in Python.
- The Neural Network Zoo by The Asimov Institute provides a brief summaries of many different neural network architectures.
- Machine Learning Top 10 Articles For the Past Month (v.August 2017) is a collection of good reads for those interested in machine learning.
- Machine Learning, Deep Learning resources compilation Compilation of resources found around the web connected with Machine Learning, Deep Learning & Data Science in general.
- Most Cited Deep Learning Papers A curated list of the most cited deep learning papers (since 2012)
Textbooks
- Awesome Machine Learning Books A list of free, open source books on machine learning, statistics, data-mining, etc.
- 10 Free Must-Read Books for Machine Learning and Data Science A list of books relevant to machine learning; topics range from probability and statistics to deep learning.
Online Courses
- Machine Learning Courses Online A curated list of online machine learning courses.
- Awesome Machine Learning Courses A list of free or paid online courses on machine learning, statistics, data-mining, etc.
Resources by Subject
Mathematics
- Introduction to Mathematical Thinking A free course by Stanford on how to think mathematically.
- The Math of Intelligence Siraj Raval’s playlist of mathematical concepts in machine learning.
Research Papers
- Arxiv Sanity Preserver A more efficient platform for browsing/searching research papers posted on Arxiv.
- Machine Learning Subreddit Research paper discussions are common on this subreddit.