LLM Evaluation

LLM Evals Companion Notes (HQ): https://learnwith.campusx.in/courses/Notes--LLM-Evals-YouTube-6aa7cd8b99585c6f25e0cd30

Curated by: CampusX (19 videos)

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Tracks in this Playlist

• Master LLM Evaluations: The Step-by-Step Playlist for 2026 | New Playlist | CampusX
• Introduction to LLM Evaluations – Model Evals vs Application Evals | CampusX
• How to Evaluate LLM Applications: The Complete Workflow | CampusX
• Why Your AI Application Needs Multiple Eval Pipelines? | CampusX
• LLM Eval Methods | LLM-as-a-Judge | Reference Based Evals Vs Reference Free Evals | CampusX
• Offline Evals Vs Online Evals | CampusX
• LLM Model Evals & Capabilities | CampusX
• Whats is LLM Benchmarking | Benchmark Saturation vs. Contamination | CampusX
• What are LLM Benchmarks | The Evolution of AI Knowledge Benchmarks | CampusX
• How to Use LLM Leaderboards | CampusX
• Selecting the Right LLM for Your AI App: Running Custom Model Evals | CampusX
• How to Answer "How Do You Evaluate Your RAG App?" in GenAI Interviews | CampusX
• How to Test RAG Retrievers(Hands-On) | CampusX
• Evaluating RAG: Testing the Generator & Full Pipeline with the RAG Triad | CampusX
• Mastering G-Eval: The Deterministic LLM-as-a-Judge Framework Explained | CampusX
• Securing Your RAG Application: Testing for Toxicity, Leakage & Scope Drift | CampusX
• RAG Operational Evals: Building Faster & Cheaper RAG Systems | CampusX
• RAG Regression Testing Explained: How to Prevent Silent AI Failures
• Online RAG Evaluation: Monitoring Production LLMs with LangSmith with Code Demo | CampusX