Natural Language Processing
Et Tu Code
Unlock the secrets of Natural Language Processing (NLP) with this comprehensive ebook. Whether you're a data scientist, linguist, or language enthusiast, embark on a journey from fundamentals to cutting-edge techniques.
Explore linguistics basics, including syntax and semantics. Master text processing methods like tokenization, stemming, and lemmatization. Delve into statistical language models for sentiment analysis and text classification. Discover how machine learning and deep learning are reshaping NLP.
Learn about Named Entity Recognition (NER), sentiment analysis, machine translation, and building conversational agents. Understand ethical considerations and the latest NLP advancements such as large language models and transformer architecture.
Practice with hands-on projects and access essential NLP resources and tools. Prepare for NLP job interviews with key concepts and a comprehensive glossary. Empower yourself to decode text, build intelligent applications, and shape the future of human-computer communication.
Join the NLP revolution today! This ebook includes real-world examples, clear explanations, and updates on the latest NLP advancements. Don't miss out—click "Buy Now" and unleash the power of language!
Duration - 2h 47m.
Author - Et Tu Code.
Narrator - Helen Green.
Published Date - Saturday, 06 January 2024.
Copyright - © 2023 Et Tu Code ©.
Location:
United States
Description:
Unlock the secrets of Natural Language Processing (NLP) with this comprehensive ebook. Whether you're a data scientist, linguist, or language enthusiast, embark on a journey from fundamentals to cutting-edge techniques. Explore linguistics basics, including syntax and semantics. Master text processing methods like tokenization, stemming, and lemmatization. Delve into statistical language models for sentiment analysis and text classification. Discover how machine learning and deep learning are reshaping NLP. Learn about Named Entity Recognition (NER), sentiment analysis, machine translation, and building conversational agents. Understand ethical considerations and the latest NLP advancements such as large language models and transformer architecture. Practice with hands-on projects and access essential NLP resources and tools. Prepare for NLP job interviews with key concepts and a comprehensive glossary. Empower yourself to decode text, build intelligent applications, and shape the future of human-computer communication. Join the NLP revolution today! This ebook includes real-world examples, clear explanations, and updates on the latest NLP advancements. Don't miss out—click "Buy Now" and unleash the power of language! Duration - 2h 47m. Author - Et Tu Code. Narrator - Helen Green. Published Date - Saturday, 06 January 2024. Copyright - © 2023 Et Tu Code ©.
Language:
English
Opening Credits
Duración:00:02:03
2 Preface
Duración:00:07:48
3 Introduction to Natural Language Processing
Duración:00:03:50
4 Foundations of linguistics
Duración:00:02:55
5 Foundations of linguistics syntax in nlp
Duración:00:06:17
6 Foundations of linguistics semantics and nlp
Duración:00:04:43
7 Foundations of linguistics morphology and nlp
Duración:00:04:31
8 Foundations of linguistics phonetics and nlp
Duración:00:04:07
9 Fext processing techniques
Duración:00:04:28
10 Statistical language models
Duración:00:04:18
11 Machine learning in nlp
Duración:00:04:31
12 Deep learning for nlp
Duración:00:04:12
13 Named Entity Recognition (NER)
Duración:00:05:44
14 Sentiment Analysis
Duración:00:04:23
15 Machine translation
Duración:00:04:16
16 Conversational Agents
Duración:00:05:26
17 Ethical considerations in NLP
Duración:00:04:06
18 Recent advancements in NLP
Duración:00:04:54
19 NLP in large language models (llm)
Duración:00:04:11
20 NLP in large language models (llm) llm architecture
Duración:00:04:29
21 NLP in large language models (llm) fine tuning for nlp tasks
Duración:00:04:05
22 NLP in large language models (llm) challenges and opportunities
Duración:00:04:28
23 NLP in large language models (llm) nlp in llm use cases
Duración:00:04:02
24 Word embeddings
Duración:00:03:59
25 Attention mechanism
Duración:00:03:59
26 Transformer architecture
Duración:00:05:08
27 Multimodal NLP
Duración:00:03:44
28 Explainable ai in NLP
Duración:00:04:49
29 NLP applications in industry
Duración:00:03:51
30 Future trends in nlp
Duración:00:05:00
31 Hands on projects
Duración:00:03:48
32 NLP resources and tools
Duración:00:03:34
33 Interview preparation
Duración:00:07:35
34 Conclusion
Duración:00:02:26
35 Glossary
Duración:00:04:44
36 Bibliography
Duración:00:09:19
Ending Credits
Duración:00:01:38