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How LLMs Understand & Generate Human Language

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File Name
Size
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 MB
Introduction/001. How LLMs Understand & Generate Human Language Introduction.mp4
25 MB
Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.en.srt
634 B
Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.mp4
3.1 MB
Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.en.srt
2.1 kB
Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.mp4
3.6 MB
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/003. 1.2 Generative AI.mp4
4.6 MB
Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.en.srt
9.6 kB
Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.mp4
12 MB
Lesson 2 Word Embeddings/001. Learning objectives.en.srt
680 B
Lesson 2 Word Embeddings/001. Learning objectives.mp4
3.2 MB
Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.en.srt
4.2 kB
Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.mp4
8.6 MB
Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.en.srt
15 kB
Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.mp4
22 MB
Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.en.srt
7.5 kB
Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.mp4
12 MB
Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.en.srt
13 kB
Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.mp4
20 MB
Lesson 2 Word Embeddings/006. 2.5 Tokenization.en.srt
6.4 kB
Lesson 2 Word Embeddings/006. 2.5 Tokenization.mp4
12 MB
Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.en.srt
1.1 kB
Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.mp4
2.0 MB
Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.en.srt
6.4 kB
Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.mp4
9.4 MB
Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.en.srt
883 B
Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.mp4
4.0 MB
Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.en.srt
24 kB
Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.mp4
41 MB
Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.en.srt
4.3 kB
Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.mp4
6.0 MB
Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.en.srt
6.7 kB
Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.mp4
10 MB
Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.en.srt
11 kB
Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.mp4
16 MB
Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.en.srt
13 kB
Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.mp4
20 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
29 kB
Introduction/001. How LLMs Understand & Generate Human Language Introduction.en.srt
6.0 kB
Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.en.srt
495 B
Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.mp4
2.2 MB
Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.en.srt
3.9 kB
Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.mp4
8.5 MB
Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.en.srt
15 kB
Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.mp4
25 MB
Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.en.srt
16 kB
Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.mp4
20 MB
Summary/001. How LLMs Understand & Generate Human Language Summary.en.srt
1000 B
Summary/001. How LLMs Understand & Generate Human Language Summary.mp4
4.6 MB