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WebToolTip com Udemy LLM Concepts Deep Dive Conceptual Mastery for Developers

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[ WebToolTip.com ] Udemy - LLM Concepts Deep Dive - Conceptual Mastery for Developers

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Total Size

3.9 GB

Total Files

38

Last Seen

2025-07-18 00:18

Hash

464EFD664C59DF26987C248B6A050C7425876A12

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Get Bonus Downloads Here.url

0.2 KB

/.../1 - Language Modeling And Training/

1 -Understanding the Concept of Model.mp4

119.7 MB

2 -Language Model Tasks and Auto Encoding.mp4

82.8 MB

3 -Auto Regression and Text Prediction.mp4

127.5 MB

4 -Text completion.mp4

82.2 MB

5 -Audience Questions.mp4

133.3 MB

/2 - Training Methodologies/

1 -Pre-training.mp4

151.6 MB

2 -Instruct tuning.mp4

164.5 MB

3 -Fine Tuning.mp4

92.4 MB

4 -Audience Questions.mp4

75.8 MB

5 -Introduction to Fine-Tuning AI Models.mp4

40.8 MB

/.../3 - Tokens and Embeddings/

1 -Introduction to Tokens and Embeddings.mp4

75.0 MB

10 -Audience Questions.mp4

30.7 MB

2 -Tokenization Explained.mp4

140.0 MB

3 -Visualizing Tokenization.mp4

27.9 MB

4 -How token boundaries are formed.mp4

231.0 MB

5 -How word frequencies are identified.mp4

118.4 MB

6 -Embeddings and Their Importance.mp4

330.2 MB

7 -Exploring Embeddings and the N-dimensional space.mp4

122.3 MB

8 -Embedding Math. Mind-Blowing Examples.mp4

60.8 MB

9 -Tokenization and Embeddings.mp4

80.2 MB

/.../4 - Knowledge Assessment and Semantic Similarity/

1 -Quiz Time Test Your Knowledge.mp4

130.7 MB

2 -The Concept of Text Similarity.mp4

111.3 MB

3 -Audience Questions.mp4

74.6 MB

/5 - Transformer Architecture/

1 -From Tokens To Text.mp4

158.4 MB

2 -Introduction to Transformer Architecture.mp4

115.0 MB

3 -Understanding Attention in LLMs.mp4

144.5 MB

4 -Addressing Questions on Transformer Architecture.mp4

106.1 MB

/6 - Context Management/

1 -Introduction to Context Length in LLMs.mp4

74.3 MB

2 -Challenges with Context Limit and Statelessness.mp4

139.4 MB

/.../7 - RAG and Vector Databases/

1 -Introducing Retrieval Augmented Generation (RAG).mp4

130.0 MB

2 -Some important terminologies.mp4

71.4 MB

3 -Vector Databases and Their Role in RAG.mp4

92.9 MB

4 -How Vector Databases Work.mp4

75.2 MB

5 -Vector Database Interaction Pseudocode.mp4

34.1 MB

6 -The RAG Pipeline.mp4

43.1 MB

7 -Q&A and Final Thoughts.mp4

65.6 MB

/~Get Your Files Here !/

Bonus Resources.txt

0.1 KB

 

Total files 38


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