Optimization for Machine Learning
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taxonomy of optimization
gradients, subgradients
stochastic optimization
online methods
DataTech
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Introduction
Data and Computation
Statistical Learning Machines
Data Wrangling
Data Visualization
Classification
Collecting and Managing Data
Structured Text Data
Interactive Visualization
Statistical Inference
Factor Models and Eigensystems
Optimization for Machine Learning
Network and Relational Data
Interactive Machine Learning
Distributed Statistical Learning
Image Data and Computer Vision
Natural Language Processing
Related Topics
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