Natural Language Processing (NLP)

Free

Intermediate

2h

11 lessons

Build strong foundations in Natural Language Processing, from classical methods to deep learning architectures, including embeddings, RNNs, and the basics of modern large language models.

Machine Learning

NLP

Natural Language Processing

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Lessons

1

Introduction to Natural Language Processing (NLP)

2

Text Preprocessing: Tokenization & Normalization

3

Text Vectorization Techniques

4

Machine Learning Models and Classification Metrics for NLP

5

Hands-On #1

60 min

Back to Path

Natural Language Processing (NLP)

Free

Intermediate

2h

11 lessons

Build strong foundations in Natural Language Processing, from classical methods to deep learning architectures, including embeddings, RNNs, and the basics of modern large language models.

Machine Learning

NLP

Natural Language Processing

Sign In Required

Create an account or sign in to access the lesson content

Sign Up Sign In

Lessons

1

Introduction to Natural Language Processing (NLP)

2

Text Preprocessing: Tokenization & Normalization

3

Text Vectorization Techniques

4

Machine Learning Models and Classification Metrics for NLP

5

Hands-On #1

60 min

6

Quiz #1

7

Semantic Representation & Word Embeddings

8

Recurrent Neural Networks for NLP Tasks

9

Advanced Architectures and the Foundations of LLMs

10

Hands-On #2

60 min

11

Natural Language Processing (NLP)

Lessons

Introduction to Natural Language Processing (NLP)

Text Preprocessing: Tokenization & Normalization

Text Vectorization Techniques

Machine Learning Models and Classification Metrics for NLP

Hands-On #1

Natural Language Processing (NLP)

Lessons

Introduction to Natural Language Processing (NLP)

Text Preprocessing: Tokenization & Normalization

Text Vectorization Techniques

Machine Learning Models and Classification Metrics for NLP

Hands-On #1

Quiz #1

Semantic Representation & Word Embeddings

Recurrent Neural Networks for NLP Tasks

Advanced Architectures and the Foundations of LLMs

Hands-On #2

Quiz #2