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Step1 Toolbox for Artificial Intelligence

  • Section1. How to User Jupyter Notebook
  • Section2. Introduction to Programming
  • Section3. Fundamentals of Mathematics for AI

Step2 Experience Machine Learning and Deep Learning for real

  • Section0. Prior Learning Review
  • Section1. Drawing Lines to Predict Values
  • Section2. Classify Dogs and Cats by drawing a line

Step3 Magic to Classify Anything with Deep Learning

  • Section1. The Entrance of Neural Networks
  • Section2. Classifying Everything
  • Section3. Why is it possible to express image data with vectors?
  • Section4. Recognizing Handwritten Letters
  • Section5. Option