How LLMs Understand & Generate Human Language
File List
- Lesson 3 Word Embeddings in Generative Language Models/007. 3.6 What Works Well (and What Can Go Wrong) When We Train Models on Word Embeddings.mp4 51.3 MB
- Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.mp4 40.7 MB
- Introduction/001. How LLMs Understand & Generate Human Language Introduction.mp4 25.1 MB
- Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.mp4 25.1 MB
- Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.mp4 22.2 MB
- Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.mp4 20.2 MB
- Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.mp4 19.8 MB
- Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.mp4 19.5 MB
- Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.mp4 16.2 MB
- Lesson 2 Word Embeddings/006. 2.5 Tokenization.mp4 12.5 MB
- Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.mp4 12.2 MB
- Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.mp4 11.5 MB
- Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.mp4 10.5 MB
- Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.mp4 9.4 MB
- Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.mp4 8.6 MB
- Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.mp4 8.5 MB
- Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.mp4 6.0 MB
- Lesson 1 Introduction to LLMs and Generative AI/003. 1.2 Generative AI.mp4 4.6 MB
- Summary/001. How LLMs Understand & Generate Human Language Summary.mp4 4.6 MB
- Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.mp4 4.0 MB
- Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.mp4 3.6 MB
- Lesson 2 Word Embeddings/001. Learning objectives.mp4 3.2 MB
- Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.mp4 3.1 MB
- Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.mp4 2.2 MB
- Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.mp4 2.0 MB
- Lesson 3 Word Embeddings in Generative Language Models/007. 3.6 What Works Well (and What Can Go Wrong) When We Train Models on Word Embeddings.en.srt 28.9 KB
- Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.en.srt 24.2 KB
- Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.en.srt 15.7 KB
- Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.en.srt 15.3 KB
- Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.en.srt 14.6 KB
- Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.en.srt 12.7 KB
- Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.en.srt 12.6 KB
- Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.en.srt 11.4 KB
- Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.en.srt 9.6 KB
- Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.en.srt 7.5 KB
- Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.en.srt 6.7 KB
- Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.en.srt 6.4 KB
- Lesson 2 Word Embeddings/006. 2.5 Tokenization.en.srt 6.4 KB
- Introduction/001. How LLMs Understand & Generate Human Language Introduction.en.srt 6.0 KB
- Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.en.srt 4.3 KB
- Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.en.srt 4.2 KB
- Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.en.srt 3.9 KB
- Lesson 1 Introduction to LLMs and Generative AI/003. 1.2 Generative AI.en.srt 2.3 KB
- Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.en.srt 2.1 KB
- Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.en.srt 1.1 KB
- Summary/001. How LLMs Understand & Generate Human Language Summary.en.srt 1000 bytes
- Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.en.srt 883 bytes
- Lesson 2 Word Embeddings/001. Learning objectives.en.srt 680 bytes
- Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.en.srt 634 bytes
- Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.en.srt 495 bytes
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