Giant List of AI/Machine Learning Education

July 19th, 2019

There is no doubt about the global interest in AI/machine learning. We’ve all been watching movies about it for decades, so it comes as no surprise that there is a lot of money being thrown at the industry. Big tech is spearheading R&D, but these days anyone can educate themselves & make waves in the industry. Here is a curated selection of (mostly) free videos, lectures, papers & courses to get you started.

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  1. AI2
  2. Andrew Ng
  3. Artificial Intelligence – Topic
  4. CaltechX Learning From Data – Introductory Machine Learning
  5. Coursera Machine Learning
  6. Coursera Machine Learning Specialization
  7. Data School
  8. DeepLearning.TV
  9. EdX Artificial Intelligence Courses
  10. &
  11. Gareth James An Introduction to Statistical Learning
  12. Geoffrey Hinton Neural Networks for Machine Learning
  13. Georgia Tech Artificial Intelligence for Robotics–cs373
  14. Google Learning
  15. Google Machine Learning Crash Course
  16. Google TensorFlow, Keras & deep learning, Without a PhD
  17. Google Python Class
  18. Hugo Larochelle’s Neural Network Videos
  19. James McCaffrey’s Data Science Lab
  20. Justin Johnson Derivatives, Backpropagation & Vectorization
  21. Kahn Academy Differential Calculus
  22. Larry Wasserman All of Statistics: A Concise Course in Statistical Inference
  23. Larry Wasserman Statistical Methods for Machine Learning
  24. Learning Machines 101
  25. Linear Digressions
  26. Machine Learning at Berkeley
  27. Machine Learning for Kids
  28. Machine Learning Guide
  29. Machine Learning Recipes with Josh Gordon
  30. Machine Learning TV
  31. Mathmaticalmonk Machine Learning
  32. Michael Nielson Neural Networks & Deep Learning
  33. Microsoft Professional Program for Artificial Intelligence
  34. MIT Artificial Intelligence Class
  35. MIT DeepLearning Book
  36. MIT Introduction to Probability & Statistics
  37. MIT Linear Algebra
  38. Oxford Deep NLP
  39. Peter Norvig Paradigms of Artificial Intelligence Programming
  40. Quora Artificial General Intelligence
  41. Quora Artificial Intelligence
  42. Quora Classification Machine Learning
  43. Quora Deep Learning
  44. Quora Machine Learning
  45. Quora Natural Language Processing
  46. Reddit Artificial
  47. Reddit Data Science
  48. Reddit Learn Machine Learning
  49. Reddit Machine Learning
  50. Reddit ML Class
  51. Reddit ML Papers
  52. Reddit ML Questions
  53. Reddit Language Technology
  54. Reddit Robotics
  55. Sentdex
  56. Siraj Raval
  57. Stanford CS231n: Convolutional Neural Networks for Visual Recognition
  58. Stanford CS224n — Natural Language Processing with Deep Learning
  59. Talking Machines
  60. TensorFlow Neural Network Playground
  61. The AI Podcast
  62. This Week in Machine Learning & AI
  63. Two Minute Papers
  64. Udacity Intro to TensorFlow for Deep Learning–ud187
  65. Udacity Intro to Machine Learning–ud120
  66. Understanding Machine Learning: From Theory to Algorithms
  67. Zed Shaw Learn Python 3 the Hard Way
Let us know if we missed your favorite place to educate yourself about AI/machine learning. Also be sure to check out a list of AI/machine learning events & a bunch of useful AI/machine learning tools.
This data is from Vuild’s list of AI/machine learning education. Please visit for more.

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