Name How LLMs Understand & Generate Human Language

File Type video

Size 346.87MB

UpdateDate 2024-11-19

hash *****50BFBCCF683614199224C8EEEBD58A2068

Hot 35

Files 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 | 51.27MB Introduction/001. How LLMs Understand & Generate Human Language Introduction.mp4 | 25.12MB Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.en.srt | 634B Lesson 1 Introduction to LLMs and Generative AI/001. Learning objectives.mp4 | 3.14MB Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.en.srt | 2.12KB Lesson 1 Introduction to LLMs and Generative AI/002. 1.1 LLMs.mp4 | 3.60MB Lesson 1 Introduction to LLMs and Generative AI/003. 1.2 Generative AI.en.srt | 2.30KB Lesson 1 Introduction to LLMs and Generative AI/003. 1.2 Generative AI.mp4 | 4.60MB Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.en.srt | 9.58KB Lesson 1 Introduction to LLMs and Generative AI/004. 1.3 Machine Learning General Overview.mp4 | 11.54MB Lesson 2 Word Embeddings/001. Learning objectives.en.srt | 680B Lesson 2 Word Embeddings/001. Learning objectives.mp4 | 3.17MB Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.en.srt | 4.19KB Lesson 2 Word Embeddings/002. 2.1 How Do AI Models Read Input.mp4 | 8.56MB Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.en.srt | 14.59KB Lesson 2 Word Embeddings/003. 2.2 How Do We Capture Word Meanings.mp4 | 22.17MB Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.en.srt | 7.49KB Lesson 2 Word Embeddings/004. 2.3 Word Embedding Space.mp4 | 12.21MB Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.en.srt | 12.74KB Lesson 2 Word Embeddings/005. 2.4 How Do LLMs Learn Word Embeddings.mp4 | 20.22MB Lesson 2 Word Embeddings/006. 2.5 Tokenization.en.srt | 6.35KB Lesson 2 Word Embeddings/006. 2.5 Tokenization.mp4 | 12.48MB Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.en.srt | 1.14KB Lesson 2 Word Embeddings/007. 2.6 Putting It All Together.mp4 | 2.04MB Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.en.srt | 6.37KB Lesson 2 Word Embeddings/008. 2.7 A Cool Side-Effect.mp4 | 9.41MB Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.en.srt | 883B Lesson 3 Word Embeddings in Generative Language Models/001. Learning objectives.mp4 | 4.04MB Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.en.srt | 24.24KB Lesson 3 Word Embeddings in Generative Language Models/002. 3.1 How Are Word Embeddings Used in Generative Language Models.mp4 | 40.74MB Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.en.srt | 4.25KB Lesson 3 Word Embeddings in Generative Language Models/003. 3.2 RNNs.mp4 | 5.98MB Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.en.srt | 6.74KB Lesson 3 Word Embeddings in Generative Language Models/004. 3.3 Transformers Attention.mp4 | 10.51MB Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.en.srt | 11.40KB Lesson 3 Word Embeddings in Generative Language Models/005. 3.4 Transformers Contextual Word Embeddings.mp4 | 16.20MB Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.en.srt | 12.55KB Lesson 3 Word Embeddings in Generative Language Models/006. 3.5 Transformers for Generation.mp4 | 19.52MB 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 | 28.87KB Introduction/001. How LLMs Understand & Generate Human Language Introduction.en.srt | 5.97KB Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.en.srt | 495B Lesson 4 Other Use Cases for Embeddings/001. Learning objectives.mp4 | 2.21MB Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.en.srt | 3.90KB Lesson 4 Other Use Cases for Embeddings/002. 4.1 Summarization.mp4 | 8.48MB Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.en.srt | 15.26KB Lesson 4 Other Use Cases for Embeddings/003. 4.2 Vector Storage.mp4 | 25.06MB Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.en.srt | 15.74KB Lesson 4 Other Use Cases for Embeddings/004. 4.3 Retrieval Augmented Generation.mp4 | 19.85MB Summary/001. How LLMs Understand & Generate Human Language Summary.en.srt | 1000B Summary/001. How LLMs Understand & Generate Human Language Summary.mp4 | 4.57MB