Stanford University
CS229
advanced
Machine Learning
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Course Syllabus
- Foundations of Machine Learning & Supervised Learning (Regression)
- Supervised Learning (Classification) & Model Evaluation
- Unsupervised Learning & Dimensionality Reduction
- Neural Networks & Deep Learning Foundations
- Advanced Deep Learning Architectures & Practical Considerations