Udemy - AI for SRE and DevOps - A Practical Guide to AIOps

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1. Course Introduction.mp4 (85.6 MB)
• 2. Contents of the course.mp4 (85.4 MB)
• 3. Meet the instructor.mp4 (53.4 MB)
10 - The future of AI in SRE
• 62. Chapters list.mp4 (4.4 MB)
• 63. The role of Generative AI with case study examples.mp4 (45.3 MB)
• 64. AI Reliability Engineering with use case.mp4 (38.0 MB)
• 65. Summary.mp4 (5.0 MB)
11 - Security and ethics in AI for SRE
• 66. Chapters list.mp4 (6.6 MB)
• 67. AI in Security SRE (SecSRE) with simulation example.mp4 (18.1 MB)
• 67. Code-example-AI-based-anomaly-detection-in-security-logs.pdf (24.0 KB)
• 68. Ethical Considerations in AI for SRE with use case examples.mp4 (10.9 MB)
• 69. Governance and Best Practices.mp4 (13.0 MB)
• 70. Detect-and-fix-bias.pdf (26.3 KB)
• 70. Simulation Exercise - Analyze and fix a biased data.mp4 (6.3 MB)
• 71. Summary.mp4 (5.8 MB)
12 - Conclusion
• 72. Thank You.mp4 (66.7 MB)
2 - Introduction to AI in SRE
• 10. What is AI ML - Part2.mp4 (73.5 MB)
• 11. What is AI ML - Part3.mp4 (29.8 MB)
• 12. Summary.mp4 (9.8 MB)
• 4. AI in SRE - introduction.mp4 (7.7 MB)
• 5. What is SRE - Part1.mp4 (75.1 MB)
• 6. What is SRE - Part2.mp4 (67.2 MB)
• 7. What is SRE - Part3.mp4 (19.7 MB)
• 8. What is infrastructure engineering and DevOps.mp4 (48.1 MB)
• 9. What is AI ML - Part1.mp4 (41.1 MB)
3 - Why AI for SRE
• 13. Basics of AI ML relevance to SRE.mp4 (55.3 MB)
• 14. Benefits of AI for SRE.mp4 (173.4 MB)
• 15. Benefits of AI for SRE - Overview.mp4 (4.8 MB)
• 16. Intelligent log analysis with example.mp4 (56.2 MB)
• 17. AI-driven metric baselining and trend detection with example.mp4 (33.5 MB)
• 18. Event correlation and noise reduction with AI with example.mp4 (37.0 MB)
• 19. Predictive alerting with example.mp4 (38.6 MB)
• 20. How to use AI for SRE.mp4 (5.8 MB)
• 21. Ready made 3rd party solutions.mp4 (17.3 MB)
• 22. Native solutions provided by monitoring tools itself.mp4 (40.2 MB)
• 22. Native-App-Reference.pdf (126.3 KB)
• 23. Build your own with example.mp4 (64.4 MB)
• 24. AI in incident management - what is incident management in SRE.mp4 (3.5 MB)
• 25. Where does AI fit in.mp4 (3.7 MB)
• 26. How AI helps in each stage.mp4 (55.9 MB)
• 27. AI assisted Incident management example with pros and cons.mp4 (22.6 MB)
4 - AI in Infra
• 28. Relevance of AI for Infra.mp4 (20.8 MB)
• 29. Benefits of AI for Infra.mp4 (41.4 MB)
• 30. How to use AI for Infra.mp4 (19.4 MB)
• 31. Simulation Exercise.mp4 (20.9 MB)
• 32. Summary.mp4 (7.4 MB)
5 - AI in change and release management
• 33. Chapters list.mp4 (8.9 MB)
• 34. Introduction.mp4 (9.1 MB)
• 35. Risk prediction for new releases.mp4 (26.1 MB)
• 36. Intelligent canary analysis and automated rollback.mp4 (30.4 MB)
• 37. Continuous verification with AI-powered monitoring.mp4 (23.0 MB)
• 38. AI for deployment automation & quality assurance.mp4 (59.6 MB)
• 39. Simulation Exercise - Canary Analysis with AI Powered Rollback.mp4 (66.8 MB)
• 39. modeul4-canary-config.json (0.7 KB)
• 39. modeul4-deployment-pipeline.yaml (0.6 KB)
• 39. modeul4-notification.yaml (0.1 KB)
• 39. modeul4-rollback.yaml (0.1 KB)
6 - Quick summary - what we have learned so far
• 40. What we have learned so far.mp4 (48.1 MB)
7 - Building AI enabled SRE workflow
• 41. Chapters list.mp4 (11.7 MB)
• 42. Comparison between how SRE works as human v s SRE tasks AI enabled.mp4 (85.9 MB)
• 43. CICD-Pipeline.pdf (32.9 KB)
• 43. Integrating AI tools into CI CD pipelines with coding simulation.mp4 (106.4 MB)
• 43. Jenkins-Pipeline.pdf (22.3 KB)
• 43. ai-risk-predictor.py (3.0 KB)
• 43. canary-deploy.pdf (27.8 KB)
• 43. canary-score.py (3.0 KB)
• 43. output.pdf (19.9 KB)
• 44. Open-source tools & frameworks for AI in Ops.mp4 (25.0 MB)
• 45. Leveraging cloud-native AIOps platforms.mp4 (16.7 MB)
• 46. AI-augmented-SRE-workflows.pdf (84.9 KB)
• 46. Case studies AI-augmented SRE workflows.mp4 (52.7 MB)
8 - Implementing and integrating AI in SRE
• 47. Chapters list.mp4 (6.5 MB)
• 48. Choosing the right tools.mp4 (22.5 MB)
• 49. Building your own AI SRE solution.mp4 (40.2 MB)
• 49. Detecting-log-anomalies.pdf (18.0 KB)
• 49. Predicting-CPU-overload.pdf (20.7 KB)
• 50. Best practices for adoption.mp4 (14.6 MB)
• 51. Human-in-the-loop - with example.mp4 (10.2 MB)
• 52. Summary.mp4 (15.3 MB)
9 - Challenges and feature of AI in SRE
• 53. Chapters list.mp4 (8.5 MB)
• 54. Limitations of AI in Ops.mp4 (12.3 MB)
• 55. Code-example-false-positive-scenario.pdf (22.4 KB)
• 55. Simulation Example - False Positive.mp4 (9.7 MB)
• 56. Human-in-the-loop Balancing AI automation with SRE judgment.mp4 (8.8 MB)
• 57. Code-example-SRE-approval-before-rollback.pdf (31.9 KB)
• 57. Simulation Example - Human in Loop.mp4 (11.1 MB)
• 58. Future trends.mp4 (10.9 MB)
• 59. Code-example-Self-healing-logic.pdf (22.7 KB)
• 59. Simulation Exercise - Self Healing.mp4 (4.6 MB)
• 60. Preparing for the AI-driven SRE role.mp4 (6.2 MB)
• 61. Summary.mp4 (3.2 MB)
• Bonus Resources.txt (0.1 KB)