Machine Learning

• Why ML?
  • How Google Is Remaking Itself As A Machine Learning First Company (article)
  • Large-Scale Deep Learning for Intelligent Computer Systems - Youtube (video)
  • Deep Learning and Understandability versus Software Engineering and Verification - Peter Norvig (video)
• Google's Cloud Machine learning tools - Youtube (video)
• Google Developers' Machine Learning Recipes (Scikit Learn & Tensorflow) - Youtube (videos)
• Tensorflow - Youtube (video)
• Tensorflow Tutorials (web)
• Practical Guide to implementing Neural Networks in Python (using Theano) (article)
• Courses:
  • Machine Learning by Andrew Ng - Coursera (videos)
    • see videos 12-18 for a review of linear algebra (14 and 15 are duplicates)
  • Intro to TensorFlow for Deep Learning - Udacity
  • Deep Learning Specialization by Andrew Ng - Coursera
  • Data School (web)
  • Machine Learning for Software Engineers (GitHub)