Natural Language Processing: Zero to NLP
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Overview
Natural Language Processing: Zero to NLP
Lesson 1
Text Classification with Bag of Words
Assignment 1
TF-IDF and Sentiment Analysis
Lesson 2
Neural Networks and Deep Learning
Lesson 3
Recurrent Neural Networks & Embeddings
Lesson 4
Language Models and Text Generation
Lesson 5
Transformers, Pretrained Models, and Finetuning
Assignment
Course Project - Applied Natural Language Processing
Lesson 6
Frontiers in Natural Language Processing