Optimization methods | Mathematical principles of machine learning

Mathematical principles of machine learning

Thomas Pietraho
Bowdoin College

0. Introduction
I. Regression and classification
II. Neural networks
III. Unsupervised learning
IV. Projects
Homework
Course syllabus
Resources
Lecture playlist

Cultures of data modeling

Gradescope

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Machine learning: Optimization methods

Optimization methods in machine learning

Optimization methods in machine learning #

Optimization methods in machine learning