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

Bonus Resources.txt

TXT

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1 - Introduction

1. Course Introduction.mp4

MP4

85.6 MB

10 - The future of AI in SRE

11 - Security and ethics in AI for SRE

12 - Conclusion

2 - Introduction to AI in SRE

10. What is AI ML - Part2.mp4

MP4

73.5 MB

11. What is AI ML - Part3.mp4

MP4

29.8 MB

12. Summary.mp4

MP4

9.8 MB

3 - Why AI for SRE

13. Basics of AI ML relevance to SRE.mp4

MP4

55.3 MB

14. Benefits of AI for SRE.mp4

MP4

173.4 MB

15. Benefits of AI for SRE - Overview.mp4

MP4

4.8 MB

16. Intelligent log analysis with example.mp4

MP4

56.2 MB

17. AI-driven metric baselining and trend detection with example.mp4

MP4

33.5 MB

18. Event correlation and noise reduction with AI with example.mp4

MP4

37 MB

19. Predictive alerting with example.mp4

MP4

38.6 MB

20. How to use AI for SRE.mp4

MP4

5.8 MB

21. Ready made 3rd party solutions.mp4

MP4

17.3 MB

22. Native solutions provided by monitoring tools itself.mp4

MP4

40.2 MB

22. Native-App-Reference.pdf

PDF

126.3 KB

23. Build your own with example.mp4

MP4

64.4 MB

24. AI in incident management - what is incident management in SRE.mp4

MP4

3.5 MB

25. Where does AI fit in.mp4

MP4

3.7 MB

26. How AI helps in each stage.mp4

MP4

55.9 MB

27. AI assisted Incident management example with pros and cons.mp4

MP4

22.6 MB

4 - AI in Infra

28. Relevance of AI for Infra.mp4

MP4

20.8 MB

29. Benefits of AI for Infra.mp4

MP4

41.4 MB

30. How to use AI for Infra.mp4

MP4

19.4 MB

31. Simulation Exercise.mp4

MP4

20.9 MB

32. Summary.mp4

MP4

7.4 MB

5 - AI in change and release management

33. Chapters list.mp4

MP4

8.9 MB

34. Introduction.mp4

MP4

9.1 MB

35. Risk prediction for new releases.mp4

MP4

26.1 MB

36. Intelligent canary analysis and automated rollback.mp4

MP4

30.4 MB

37. Continuous verification with AI-powered monitoring.mp4

MP4

23 MB

38. AI for deployment automation & quality assurance.mp4

MP4

59.6 MB

39. Simulation Exercise - Canary Analysis with AI Powered Rollback.mp4

MP4

66.8 MB

39. modeul4-canary-config.json

JSON

716.8 B

39. modeul4-deployment-pipeline.yaml

YAML

614.4 B

39. modeul4-notification.yaml

YAML

102.4 B

39. modeul4-rollback.yaml

YAML

102.4 B

6 - Quick summary - what we have learned so far

40. What we have learned so far.mp4

MP4

48.1 MB

7 - Building AI enabled SRE workflow

41. Chapters list.mp4

MP4

11.7 MB

42. Comparison between how SRE works as human v s SRE tasks AI enabled.mp4

MP4

85.9 MB

43. CICD-Pipeline.pdf

PDF

32.9 KB

43. Integrating AI tools into CI CD pipelines with coding simulation.mp4

MP4

106.4 MB

43. Jenkins-Pipeline.pdf

PDF

22.3 KB

43. ai-risk-predictor.py

3 KB

43. canary-deploy.pdf

PDF

27.8 KB

43. canary-score.py

3 KB

43. output.pdf

PDF

19.9 KB

44. Open-source tools & frameworks for AI in Ops.mp4

MP4

25 MB

45. Leveraging cloud-native AIOps platforms.mp4

MP4

16.7 MB

46. AI-augmented-SRE-workflows.pdf

PDF

84.9 KB

46. Case studies AI-augmented SRE workflows.mp4

MP4

52.7 MB

8 - Implementing and integrating AI in SRE

47. Chapters list.mp4

MP4

6.5 MB

48. Choosing the right tools.mp4

MP4

22.5 MB

49. Building your own AI SRE solution.mp4

MP4

40.2 MB

49. Detecting-log-anomalies.pdf

PDF

18 KB

49. Predicting-CPU-overload.pdf

PDF

20.7 KB

50. Best practices for adoption.mp4

MP4

14.6 MB

51. Human-in-the-loop - with example.mp4

MP4

10.2 MB

52. Summary.mp4

MP4

15.3 MB

9 - Challenges and feature of AI in SRE

53. Chapters list.mp4	MP4	8.5 MB
54. Limitations of AI in Ops.mp4	MP4	12.3 MB
55. Code-example-false-positive-scenario.pdf	PDF	22.4 KB
55. Simulation Example - False Positive.mp4	MP4	9.7 MB
56. Human-in-the-loop Balancing AI automation with SRE judgment.mp4	MP4	8.8 MB
57. Code-example-SRE-approval-before-rollback.pdf	PDF	31.9 KB
57. Simulation Example - Human in Loop.mp4	MP4	11.1 MB
58. Future trends.mp4	MP4	10.9 MB
59. Code-example-Self-healing-logic.pdf	PDF	22.7 KB
59. Simulation Exercise - Self Healing.mp4	MP4	4.6 MB
60. Preparing for the AI-driven SRE role.mp4	MP4	6.2 MB
61. Summary.mp4	MP4	3.2 MB

4. AI in SRE - introduction.mp4

MP4

7.7 MB

5. What is SRE - Part1.mp4

MP4

75.1 MB

6. What is SRE - Part2.mp4

MP4

67.2 MB

7. What is SRE - Part3.mp4

MP4

19.7 MB

8. What is infrastructure engineering and DevOps.mp4

MP4

48.1 MB

9. What is AI ML - Part1.mp4

MP4

41.1 MB

72. Thank You.mp4

MP4

66.7 MB

66. Chapters list.mp4

MP4

6.6 MB

67. AI in Security SRE (SecSRE) with simulation example.mp4

MP4

18.1 MB

67. Code-example-AI-based-anomaly-detection-in-security-logs.pdf

PDF

24 KB

68. Ethical Considerations in AI for SRE with use case examples.mp4

MP4

10.9 MB

69. Governance and Best Practices.mp4

MP4

13 MB

70. Detect-and-fix-bias.pdf

PDF

26.3 KB

70. Simulation Exercise - Analyze and fix a biased data.mp4

MP4

6.3 MB

71. Summary.mp4

MP4

5.8 MB

62. Chapters list.mp4

MP4

4.4 MB

63. The role of Generative AI with case study examples.mp4

MP4

45.3 MB

64. AI Reliability Engineering with use case.mp4

MP4

38 MB

65. Summary.mp4

MP4

5 MB

2. Contents of the course.mp4

MP4

85.4 MB

3. Meet the instructor.mp4

MP4

53.4 MB

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

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