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ML, NLP, and DL

12 Modules ยท 76 Lessons

Recommended resources

Module 2

Dimensionality Reduction and Data Visualization

Module 3

Neural Network Fundamentals

Module 4

Optimization for Deep Learning

Module 5

Deep Learning with PyTorch

Module 6

Advanced Training Techniques

Module 7

Convolutional Neural Networks for Vision

Module 8

Sequential Data with Recurrent Networks

Module 9

NLP Foundations and Word Embeddings

Module 10

The Attention Mechanism and Transformer Architecture

Module 11

Building a Transformer from Scratch

Module 12

Modern NLP with Pre-trained Transformers