Evaluating Large Language Models (LLMs)

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2.15 GB | 50min 30s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :001 Evaluating Large Language Models (LLMs) Introduction.mp4 | Size: (17.45 MB)
FileName :001 Learning objectives.mp4 | Size: (4.75 MB)
FileName :002 1 1 Introduction to Evaluation Why It Matters.mp4 | Size: (50.98 MB)
FileName :003 1 2 Generative versus Understanding Tasks.mp4 | Size: (40.68 MB)
FileName :004 1 3 Key Metrics for Common Tasks.mp4 | Size: (86.04 MB)
FileName :001 Learning objectives.mp4 | Size: (5.09 MB)
FileName :002 2 1 Evaluating Multiple-Choice Tasks.mp4 | Size: (51.55 MB)
FileName :003 2 2 Evaluating Free Text Response Tasks.mp4 | Size: (292.3 MB)
FileName :004 2 3 AIs Supervising AIs LLM as a Judge.mp4 | Size: (48.88 MB)
FileName :001 Learning objectives.mp4 | Size: (6.81 MB)
FileName :002 3 1 Evaluating Embedding Tasks.mp4 | Size: (62.33 MB)
FileName :003 3 2 Evaluating Classification Tasks.mp4 | Size: (82.36 MB)
FileName :004 3 3 Building an LLM Classifier with BERT and GPT.mp4 | Size: (88.62 MB)
FileName :001 Learning objectives.mp4 | Size: (6.4 MB)
FileName :002 4 1 The Role of Benchmarks.mp4 | Size: (31.82 MB)
FileName :003 4 2 Interrogating Common Benchmarks.mp4 | Size: (90.11 MB)
FileName :004 4 3 Evaluating LLMs with Benchmarks.mp4 | Size: (130.61 MB)
FileName :001 Learning objectives.mp4 | Size: (5.08 MB)
FileName :002 5 1 Probing LLMs for Knowledge.mp4 | Size: (73.84 MB)
FileName :003 5 2 Probing LLMs to Play Games.mp4 | Size: (147.88 MB)
FileName :001 Learning objectives.mp4 | Size: (5 MB)
FileName :002 6 1 Fine-Tuning Objectives.mp4 | Size: (32.91 MB)
FileName :003 6 2 Metrics for Fine-Tuning Success.mp4 | Size: (41.7 MB)
FileName :004 6 3 Practical Demonstration Evaluating Fine-Tuning.mp4 | Size: (101.91 MB)
FileName :005 6 4 Evaluating and Cleaning Data.mp4 | Size: (166.65 MB)
FileName :001 Learning objectives.mp4 | Size: (6.19 MB)
FileName :002 7 1 Evaluating AI Agents Task Automation and Tool Integration.mp4 | Size: (77.75 MB)
FileName :003 7 2 Measuring Retrieval-Augmented Generation (RAG) Systems.mp4 | Size: (47.87 MB)
FileName :004 7 3 Building and Evaluating a Recommendation Engine Using LLMs.mp4 | Size: (87.38 MB)
FileName :005 7 4 Using Evaluation to Combat AI Drift.mp4 | Size: (117.82 MB)
FileName :006 7 5 Time-Series Regression.mp4 | Size: (106.69 MB)
FileName :001 Learning objectives.mp4 | Size: (5.45 MB)
FileName :002 8 1 When and How to Evaluate.mp4 | Size: (46.51 MB)
FileName :003 8 2 Looking Ahead Trends in LLM Evaluation.mp4 | Size: (26.56 MB)
FileName :001 Evaluating Large Language Models (LLMs) Summary.mp4 | Size: (7.93 MB)]
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