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Machine and Deep Learning

8 Modules · 44 Lessons

Recommended resources

Module 2

Linear Models for Regression and Classification

Module 3

Tree-Based and Ensemble Methods

Module 4

Unsupervised Learning and Dimensionality Reduction

Module 5

Neural Network Fundamentals

Module 6

Optimizing Deep Neural Networks

Module 7

Convolutional Neural Networks for Vision

Module 8

Sequence Models and the Attention Mechanism