Natural Language Preprocessing
58m 50s
English
Paid
Course description
Embark on an exciting journey into the world of Natural Language Processing (NLP)—a field where linguistics and artificial intelligence intersect, enabling machines to understand human language. This introductory course is designed to provide you with key knowledge and skills in NLP, ensuring a solid foundation for further in-depth study. Start your journey with confidence and make the most of the opportunities this course offers!
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| # | Title | Duration |
|---|---|---|
| 1 | 0. Introduction | 04:29 |
| 2 | 1. Text Preprocessing in NLP | 10:28 |
| 3 | 2. Tokenization | 04:16 |
| 4 | 3. Bag-of-Words | 06:23 |
| 5 | 4. Word Embeddings | 06:07 |
| 6 | 5. Semantic Analysis | 06:57 |
| 7 | 6. Term Frequency-Inverse Document Frequency (Tf-Idf) | 07:18 |
| 8 | 7. Machine Learning Based NLP | 05:02 |
| 9 | 8. Recent Developers in NLP and AI | 07:50 |
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