| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/004. 2.3 Evaluating Free Text Response Tasks, Part 2.mp4 |
188 MB |
| Evaluating Large Language Models (LLMs)/Introduction/001. Evaluating Large Language Models (LLMs) Introduction.mp4 |
17.5 MB |
| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/001. Learning objectives.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/001. Learning objectives.mp4 |
4.7 MB |
| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/002. 1.1 Introduction to Evaluation Why It Matters.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/002. 1.1 Introduction to Evaluation Why It Matters.mp4 |
51 MB |
| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/003. 1.2 Generative versus Understanding Tasks.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/003. 1.2 Generative versus Understanding Tasks.mp4 |
40.7 MB |
| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/004. 1.3 Key Metrics for Common Tasks.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 1 Foundations of LLM Evaluation/004. 1.3 Key Metrics for Common Tasks.mp4 |
86 MB |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/001. Learning objectives.en.srt |
706 B |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/001. Learning objectives.mp4 |
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| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/002. 2.1 Evaluating Multiple-Choice Tasks.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/002. 2.1 Evaluating Multiple-Choice Tasks.mp4 |
51.5 MB |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/003. 2.2 Evaluating Free Text Response Tasks, Part 1.en.srt |
31 KB |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/003. 2.2 Evaluating Free Text Response Tasks, Part 1.mp4 |
100.8 MB |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/004. 2.3 Evaluating Free Text Response Tasks, Part 2.en.srt |
38 KB |
| Evaluating Large Language Models (LLMs)/Introduction/001. Evaluating Large Language Models (LLMs) Introduction.en.srt |
3 KB |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/005. 2.3 AIs Supervising AIs LLM as a Judge.mp4 |
48.9 MB |
| Evaluating Large Language Models (LLMs)/Lesson 2 Evaluating Generative Tasks/005. 2.4 AIs Supervising AIs LLM as a Judge.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/001. Learning objectives.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/001. Learning objectives.mp4 |
6.8 MB |
| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/002. 3.1 Evaluating Embedding Tasks.en.srt |
21 KB |
| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/002. 3.1 Evaluating Embedding Tasks.mp4 |
62.3 MB |
| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/003. 3.2 Evaluating Classification Tasks.en.srt |
28 KB |
| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/003. 3.2 Evaluating Classification Tasks.mp4 |
82.4 MB |
| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/004. 3.3 Building an LLM Classifier with BERT and GPT.en.srt |
31 KB |
| Evaluating Large Language Models (LLMs)/Lesson 3 Evaluating Understanding Tasks/004. 3.3 Building an LLM Classifier with BERT and GPT.mp4 |
88.6 MB |
| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/001. Learning objectives.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/001. Learning objectives.mp4 |
6.4 MB |
| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/002. 4.1 The Role of Benchmarks.en.srt |
11 KB |
| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/002. 4.1 The Role of Benchmarks.mp4 |
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| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/003. 4.2 Interrogating Common Benchmarks.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/003. 4.2 Interrogating Common Benchmarks.mp4 |
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| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/004. 4.3 Evaluating LLMs with Benchmarks.en.srt |
31 KB |
| Evaluating Large Language Models (LLMs)/Lesson 4 Using Benchmarks Effectively/004. 4.3 Evaluating LLMs with Benchmarks.mp4 |
130.6 MB |
| Evaluating Large Language Models (LLMs)/Lesson 5 Probing LLMs for a World Model/001. Learning objectives.en.srt |
703 B |
| Evaluating Large Language Models (LLMs)/Lesson 5 Probing LLMs for a World Model/001. Learning objectives.mp4 |
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| Evaluating Large Language Models (LLMs)/Lesson 5 Probing LLMs for a World Model/002. 5.1 Probing LLMs for Knowledge.en.srt |
25 KB |
| Evaluating Large Language Models (LLMs)/Lesson 5 Probing LLMs for a World Model/002. 5.1 Probing LLMs for Knowledge.mp4 |
73.8 MB |
| Evaluating Large Language Models (LLMs)/Lesson 5 Probing LLMs for a World Model/003. 5.2 Probing LLMs to Play Games.en.srt |
34 KB |
| Evaluating Large Language Models (LLMs)/Lesson 5 Probing LLMs for a World Model/003. 5.2 Probing LLMs to Play Games.mp4 |
147.9 MB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/001. Learning objectives.en.srt |
693 B |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/001. Learning objectives.mp4 |
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| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/002. 6.1 Fine-Tuning Objectives.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/002. 6.1 Fine-Tuning Objectives.mp4 |
32.9 MB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/003. 6.2 Metrics for Fine-Tuning Success.en.srt |
14 KB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/003. 6.2 Metrics for Fine-Tuning Success.mp4 |
41.7 MB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/004. 6.3 Practical Demonstration Evaluating Fine-Tuning.en.srt |
37 KB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/004. 6.3 Practical Demonstration Evaluating Fine-Tuning.mp4 |
101.9 MB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/005. 6.4 Evaluating and Cleaning Data.en.srt |
45 KB |
| Evaluating Large Language Models (LLMs)/Lesson 6 Evaluating LLM Fine-Tuning/005. 6.4 Evaluating and Cleaning Data.mp4 |
166.7 MB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/001. Learning objectives.en.srt |
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| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/001. Learning objectives.mp4 |
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| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/002. 7.1 Evaluating AI Agents Task Automation and Tool Integration.en.srt |
24 KB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/002. 7.1 Evaluating AI Agents Task Automation and Tool Integration.mp4 |
77.8 MB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/003. 7.2 Measuring Retrieval-Augmented Generation (RAG) Systems.en.srt |
15 KB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/003. 7.2 Measuring Retrieval-Augmented Generation (RAG) Systems.mp4 |
47.9 MB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/004. 7.3 Building and Evaluating a Recommendation Engine Using LLMs.en.srt |
24 KB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/004. 7.3 Building and Evaluating a Recommendation Engine Using LLMs.mp4 |
87.4 MB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/005. 7.4 Using Evaluation to Combat AI Drift.en.srt |
28 KB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/005. 7.4 Using Evaluation to Combat AI Drift.mp4 |
117.8 MB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/006. 7.5 Time-Series Regression.en.srt |
24 KB |
| Evaluating Large Language Models (LLMs)/Lesson 7 Case Studies/006. 7.5 Time-Series Regression.mp4 |
106.7 MB |
| Evaluating Large Language Models (LLMs)/Lesson 8 Summary of Evaluation and Looking Ahead/001. Learning objectives.en.srt |
812 B |
| Evaluating Large Language Models (LLMs)/Lesson 8 Summary of Evaluation and Looking Ahead/001. Learning objectives.mp4 |
5.4 MB |
| Evaluating Large Language Models (LLMs)/Lesson 8 Summary of Evaluation and Looking Ahead/002. 8.1 When and How to Evaluate.en.srt |
14 KB |
| Evaluating Large Language Models (LLMs)/Lesson 8 Summary of Evaluation and Looking Ahead/002. 8.1 When and How to Evaluate.mp4 |
46.5 MB |
| Evaluating Large Language Models (LLMs)/Lesson 8 Summary of Evaluation and Looking Ahead/003. 8.2 Looking Ahead Trends in LLM Evaluation.en.srt |
9 KB |
| Evaluating Large Language Models (LLMs)/Lesson 8 Summary of Evaluation and Looking Ahead/003. 8.2 Looking Ahead Trends in LLM Evaluation.mp4 |
26.6 MB |
| Evaluating Large Language Models (LLMs)/Summary/001. Evaluating Large Language Models (LLMs) Summary.en.srt |
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| Evaluating Large Language Models (LLMs)/Summary/001. Evaluating Large Language Models (LLMs) Summary.mp4 |
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