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Opening Credits
1/5/2024
2 Preface
1/5/2024
3 Introduction to Natural Language Processing
1/5/2024
4 Foundations of linguistics
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5 Foundations of linguistics syntax in nlp
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6 Foundations of linguistics semantics and nlp
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7 Foundations of linguistics morphology and nlp
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8 Foundations of linguistics phonetics and nlp
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9 Fext processing techniques
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10 Statistical language models
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11 Machine learning in nlp
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12 Deep learning for nlp
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13 Named Entity Recognition (NER)
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14 Sentiment Analysis
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15 Machine translation
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16 Conversational Agents
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17 Ethical considerations in NLP
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18 Recent advancements in NLP
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19 NLP in large language models (llm)
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20 NLP in large language models (llm) llm architecture
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21 NLP in large language models (llm) fine tuning for nlp tasks
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22 NLP in large language models (llm) challenges and opportunities
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23 NLP in large language models (llm) nlp in llm use cases
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24 Word embeddings
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25 Attention mechanism
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26 Transformer architecture
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27 Multimodal NLP
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28 Explainable ai in NLP
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29 NLP applications in industry
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30 Future trends in nlp
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31 Hands on projects
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32 NLP resources and tools
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33 Interview preparation
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34 Conclusion
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35 Glossary
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36 Bibliography
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Ending Credits
1/5/2024