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Integrating AI into the Product Architecture

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Type: Tutorials
Language: English
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Size: 253.7 MB
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 01 - Course introduction and prerequisites.mp4 2.6 MB
  3. 01 - Course introduction and prerequisites.srt 1.1 KB
  4. 01 - What LLMs can (and can't) do in production.mp4 13.1 MB
  5. 01 - What LLMs can (and can't) do in production.srt 6.1 KB
  6. 02 - Deep dive into LLMs Recap of the mechanics.mp4 6.7 MB
  7. 02 - Deep dive into LLMs Recap of the mechanics.srt 6.2 KB
  8. 03 - Prompt engineering techniques to improve LLM output.mp4 6.7 MB
  9. 03 - Prompt engineering techniques to improve LLM output.srt 7.7 KB
  10. 04 - Cross-functional team for LLM integration.mp4 8.5 MB
  11. 04 - Cross-functional team for LLM integration.srt 7.7 KB
  12. 01 - Choosing your LLM provider Navigating the LLM landscape.mp4 7.6 MB
  13. 01 - Choosing your LLM provider Navigating the LLM landscape.srt 7.1 KB
  14. 02 - API-based access Simplifying LLM integration.mp4 7.8 MB
  15. 02 - API-based access Simplifying LLM integration.srt 8.3 KB
  16. 03 - Hands-on your first LLM integration.mp4 4.8 MB
  17. 03 - Hands-on your first LLM integration.srt 4.3 KB
  18. 04 - Sync vs. Async Integrating LLMs effectively.mp4 7.2 MB
  19. 04 - Sync vs. Async Integrating LLMs effectively.srt 6.1 KB
  20. 05 - Real-time data pipelines for LLM integration.mp4 7.9 MB
  21. 05 - Real-time data pipelines for LLM integration.srt 7.2 KB
  22. 06 - Secure LLM integration API keys, rate limiting, and data access.mp4 9.5 MB
  23. 06 - Secure LLM integration API keys, rate limiting, and data access.srt 7.3 KB
  24. 01 - Understanding deployment options.mp4 10.4 MB
  25. 01 - Understanding deployment options.srt 6.7 KB
  26. 02 - Cloud-based LLMs Advantages and disadvantages.mp4 8.7 MB
  27. 02 - Cloud-based LLMs Advantages and disadvantages.srt 8.4 KB
  28. 03 - On-premise LLMs Control and customization.mp4 7.2 MB
  29. 03 - On-premise LLMs Control and customization.srt 7.2 KB
  30. 04 - Edge deployment Low latency and privacy.mp4 7.7 MB
  31. 04 - Edge deployment Low latency and privacy.srt 7.2 KB
  32. 05 - Hybrid deployment Balancing flexibility and complexity.mp4 7.9 MB
  33. 05 - Hybrid deployment Balancing flexibility and complexity.srt 7.7 KB
  34. 06 - Choosing the right deployment strategy.mp4 7.0 MB
  35. 06 - Choosing the right deployment strategy.srt 7.4 KB
  36. 01 - Fine-tuning overview Tailoring LLMs to specific needs.mp4 6.8 MB
  37. 01 - Fine-tuning overview Tailoring LLMs to specific needs.srt 7.1 KB
  38. 02 - Caching LLM responses Optimizing performance and cost.mp4 6.9 MB
  39. 02 - Caching LLM responses Optimizing performance and cost.srt 6.2 KB
  40. 03 - Handling LLM failures Building a reliable retry system.mp4 7.4 MB
  41. 03 - Handling LLM failures Building a reliable retry system.srt 6.8 KB
  42. 04 - Scaling Architectural patterns for LLM integration.mp4 8.2 MB
  43. 04 - Scaling Architectural patterns for LLM integration.srt 9.0 KB
  44. 01 - Validating and sanitizing LLM inputs and outputs.mp4 6.5 MB
  45. 01 - Validating and sanitizing LLM inputs and outputs.srt 6.4 KB
  46. 02 - Testing your LLM integration Strategies and best practices.mp4 6.8 MB
  47. 02 - Testing your LLM integration Strategies and best practices.srt 7.1 KB
  48. 03 - Key metrics for LLM integration What to track.mp4 8.0 MB
  49. 03 - Key metrics for LLM integration What to track.srt 7.2 KB
  50. 04 - Setting up alerts Monitoring your LLM integration.mp4 6.0 MB
  51. 04 - Setting up alerts Monitoring your LLM integration.srt 6.1 KB
  52. 05 - Optimizing LLM costs in production.mp4 7.9 MB
  53. 05 - Optimizing LLM costs in production.srt 7.1 KB
  54. 01 - Graceful degradation and transparent communication.mp4 8.5 MB
  55. 01 - Graceful degradation and transparent communication.srt 6.3 KB
  56. 02 - Explainable AI Providing insights into LLM decisions.mp4 9.7 MB
  57. 02 - Explainable AI Providing insights into LLM decisions.srt 6.6 KB
  58. 03 - Ethical considerations Bias, fairness, and responsible use.mp4 8.4 MB
  59. 03 - Ethical considerations Bias, fairness, and responsible use.srt 6.7 KB
  60. 04 - LLM usage tracking and compliance.mp4 6.8 MB
  61. 04 - LLM usage tracking and compliance.srt 6.7 KB
  62. 01 - LLMs for business growth Revisiting the potential.mp4 9.2 MB
  63. 01 - LLMs for business growth Revisiting the potential.srt 6.4 KB
  64. 02 - Course summary and future learning.mp4 15.2 MB
  65. 02 - Course summary and future learning.srt 6.1 KB
  66. Bonus Resources.txt 70 bytes

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