Stanford University CS229 advanced

Machine Learning

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Course Syllabus

  1. Foundations of Machine Learning & Supervised Learning (Regression)
  2. Supervised Learning (Classification) & Model Evaluation
  3. Unsupervised Learning & Dimensionality Reduction
  4. Neural Networks & Deep Learning Foundations
  5. Advanced Deep Learning Architectures & Practical Considerations