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Natural Language Processing

Master NLP from tokenization to transformers. Build chatbots, sentiment analyzers, and text generation systems.

14 chaptersFirst 2 chapters free to preview

After this course, you'll be able to:

Build chatbots and dialogue systems from the ground up
Implement sentiment analysis, question answering, and text generation
Scale NLP to handle millions of documents
Deploy multilingual NLP systems in production

Full syllabus

1

Text Processing & Tokenization

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2

Word Embeddings

3

Language Models

4

Sequence Labeling

5

Sentiment Analysis

6

Question Answering

7

Text Generation & Summarization

8

Machine Translation

9

Dialogue Systems & Chatbots

10

Information Retrieval & Search

11

Document Understanding

12

NLP at Scale

13

Multilingual NLP

14

Production NLP Engineering

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Plus 9 other courses — 250 more chapters included.

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