nlp
artificial intelligence

nlp

nlp course in the artificial intelligence category

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4 chapters • 10 lessons

Course outline

1

Chapter 1

3 lessons in this chapter

1

Introduction to Natural Language Processing

2

Tokenization: Splitting Text into Units

3

Normalization: Case, Accents, Lemmatization

2

Chapter 2

2 lessons in this chapter

1

Bag of Words and TF-IDF

2

Word Embeddings: word2vec and Beyond

3

Chapter 3

3 lessons in this chapter

1

Text Classification

2

Named Entity Recognition

3

Transformers and the Attention Mechanism

4

Chapter 4

2 lessons in this chapter

1

Fine-Tuning a Pre-Trained Model

2

Project: End-to-End Sentiment Analysis

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