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Machine Learning by Andrew Ng (written in Julia)

  • Week 1 - Introduction
  • Week 2 - Linear regression with multiple variables
  • Week 3 - Logistic classification
  • Week 4 - Neural networks representation
  • Week 5 - Neural networks learning
  • Week 6 - Applying ML
  • Week 7 - Support vector machines
  • Week 8 - Unsupervised learning
  • Week 9 - Anomaly detection
  • Week 10 - Large scale ML
  • Week 11 - Application example: photo OCR