Syllabus
Introduction to Data Science
Probabilistic Learning
The Learning Problem
Classification
Trees and Intelligence of the Crowds
Non-Parametric Methods
Neural Networks
Dimensionality Reduction
Math Background
Resources
Assignments
Project
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