Udemy - LLM Observability and Cost Management - Langfuse, Monitor...

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1. Introduction.mp4 (19.2 MB)
• 2. Get Course Code.html (5.7 KB)
2 - The Business Case Why Observability = Money
• 1. Section 2 Business Case for LLM Observability (Description).html (0.9 KB)
• 1. Section 2 Business Case for LLM Observability.html (16.4 KB)
• 3. Observability and Cost Management - Overview.mp4 (11.2 MB)
• 4. The Hidden Costs of LLM Applications.mp4 (9.6 MB)
• 5. Traditional vs LLM Observability.mp4 (9.0 MB)
• 6. The Three Pillars for LLMs.mp4 (6.7 MB)
• 7. ROI Calculator - Making the Business Case.mp4 (12.5 MB)
3 - Understanding LLM Costs - Where Your Money Goes
• 10. The Hidden Cost Multiplier.mp4 (27.1 MB)
• 2. Section 3 Understanding LLM Costs (Description).html (0.8 KB)
• 2. Section 3 Understanding LLM Costs.html (18.4 KB)
• 8. Understanding LLM Costs.mp4 (131.9 MB)
• 9. Where Costs Hide - RAG and Agent Pipeline.mp4 (23.0 MB)
4 - Observability Platform Selection - Langfuse and Hands-on
• 11. Observability Platform Selection.mp4 (15.2 MB)
• 12. Setting Up Langfuse.mp4 (65.2 MB)
• 13. Setting up Langfuse and Creating First Trace.mp4 (52.5 MB)
• 13. langf-obs py.py (0.6 KB)
• 14. Langfuse Data Model.mp4 (42.3 MB)
• 15. Hands-on First LLM Trace - Deep Dive.mp4 (53.2 MB)
• 15. first-trace-llm py.py (0.5 KB)
• 16. Langfuse API Levels - Code Demonstrations.mp4 (116.1 MB)
• 16. decorator-trace-llm py.py (1.7 KB)
• 3. Section 4 Observability Platform Selection - Langfuse and Hands-on.html (18.2 KB)
5 - Instrumenting Your LLM Application
• 17. Production Instrumented LLM Use Case - Hands-on.mp4 (220.2 MB)
• 17. instrumented-llm py.py (5.2 KB)
• 18. Instrumenting a Multi-Step RAG Pipeline - Langfuse Observability - Full Handson.mp4 (406.0 MB)
• 18. rag-pipeline-obs py.py (7.1 KB)
• 19. Framework Integration LangChain.mp4 (159.2 MB)
• 19. instrumentation-langchain py.py (0.9 KB)
6 - Cost Optimization Strategies That Work
• 20. Cost Optimization Strategies - Overview.mp4 (32.6 MB)
• 21. Prompt Optimization - Handson.mp4 (23.5 MB)
• 21. prompt-optimazation py.py (0.9 KB)
• 22. Semantic Caching.mp4 (129.2 MB)
• 22. semantic-cache py.py (9.3 KB)
• 23. Smart Model Routing.mp4 (86.0 MB)
• 23. model-routing py.py (4.4 KB)
• 24. Cost Optimization Summary.mp4 (7.4 MB)
7 - Monitoring, Alerting Debugging
• 25. A-webhook-site-for-simulation.url (0.0 KB)
• 25. Setting up Alerts that Matter.mp4 (70.6 MB)
• 25. alert-webhook py.py (1.9 KB)
8 - Production Patterns Security
• 26. Security and Compliance Patterns.mp4 (66.4 MB)
• 26. pii-redaction py.py (2.7 KB)
• 27. Production Patterns Implementations - Real-world.mp4 (4.8 MB)
9 - Wrap up and Next Steps
• 28. Course Recap and Next Steps.mp4 (9.5 MB)
• Bonus Resources.txt (0.1 KB)