Udemy - AI for SRE and DevOps - A Practical Guide to AIOps
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - Introduction/1. Course Introduction.mp4 | 85.58 MB |
| ~Get Your Files Here !/1 - Introduction/2. Contents of the course.mp4 | 85.43 MB |
| ~Get Your Files Here !/1 - Introduction/3. Meet the instructor.mp4 | 53.36 MB |
| ~Get Your Files Here !/10 - The future of AI in SRE/62. Chapters list.mp4 | 4.36 MB |
| ~Get Your Files Here !/10 - The future of AI in SRE/63. The role of Generative AI with case study examples.mp4 | 45.34 MB |
| ~Get Your Files Here !/10 - The future of AI in SRE/64. AI Reliability Engineering with use case.mp4 | 38.03 MB |
| ~Get Your Files Here !/10 - The future of AI in SRE/65. Summary.mp4 | 5.03 MB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/66. Chapters list.mp4 | 6.56 MB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/67. AI in Security SRE (SecSRE) with simulation example.mp4 | 18.06 MB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/67. Code-example-AI-based-anomaly-detection-in-security-logs.pdf | 24.02 KB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/68. Ethical Considerations in AI for SRE with use case examples.mp4 | 10.91 MB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/69. Governance and Best Practices.mp4 | 12.95 MB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/70. Detect-and-fix-bias.pdf | 26.26 KB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/70. Simulation Exercise - Analyze and fix a biased data.mp4 | 6.33 MB |
| ~Get Your Files Here !/11 - Security and ethics in AI for SRE/71. Summary.mp4 | 5.76 MB |
| ~Get Your Files Here !/12 - Conclusion/72. Thank You.mp4 | 66.67 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/10. What is AI ML - Part2.mp4 | 73.51 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/11. What is AI ML - Part3.mp4 | 29.81 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/12. Summary.mp4 | 9.78 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/4. AI in SRE - introduction.mp4 | 7.67 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/5. What is SRE - Part1.mp4 | 75.12 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/6. What is SRE - Part2.mp4 | 67.19 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/7. What is SRE - Part3.mp4 | 19.65 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/8. What is infrastructure engineering and DevOps.mp4 | 48.1 MB |
| ~Get Your Files Here !/2 - Introduction to AI in SRE/9. What is AI ML - Part1.mp4 | 41.14 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/13. Basics of AI ML relevance to SRE.mp4 | 55.29 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/14. Benefits of AI for SRE.mp4 | 173.35 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/15. Benefits of AI for SRE - Overview.mp4 | 4.85 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/16. Intelligent log analysis with example.mp4 | 56.22 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/17. AI-driven metric baselining and trend detection with example.mp4 | 33.52 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/18. Event correlation and noise reduction with AI with example.mp4 | 37 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/19. Predictive alerting with example.mp4 | 38.61 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/20. How to use AI for SRE.mp4 | 5.81 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/21. Ready made 3rd party solutions.mp4 | 17.3 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/22. Native solutions provided by monitoring tools itself.mp4 | 40.21 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/22. Native-App-Reference.pdf | 126.34 KB |
| ~Get Your Files Here !/3 - Why AI for SRE/23. Build your own with example.mp4 | 64.35 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/24. AI in incident management - what is incident management in SRE.mp4 | 3.49 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/25. Where does AI fit in.mp4 | 3.67 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/26. How AI helps in each stage.mp4 | 55.88 MB |
| ~Get Your Files Here !/3 - Why AI for SRE/27. AI assisted Incident management example with pros and cons.mp4 | 22.6 MB |
| ~Get Your Files Here !/4 - AI in Infra/28. Relevance of AI for Infra.mp4 | 20.78 MB |
| ~Get Your Files Here !/4 - AI in Infra/29. Benefits of AI for Infra.mp4 | 41.43 MB |
| ~Get Your Files Here !/4 - AI in Infra/30. How to use AI for Infra.mp4 | 19.41 MB |
| ~Get Your Files Here !/4 - AI in Infra/31. Simulation Exercise.mp4 | 20.91 MB |
| ~Get Your Files Here !/4 - AI in Infra/32. Summary.mp4 | 7.35 MB |
| ~Get Your Files Here !/5 - AI in change and release management/33. Chapters list.mp4 | 8.86 MB |
| ~Get Your Files Here !/5 - AI in change and release management/34. Introduction.mp4 | 9.1 MB |
| ~Get Your Files Here !/5 - AI in change and release management/35. Risk prediction for new releases.mp4 | 26.1 MB |
| ~Get Your Files Here !/5 - AI in change and release management/36. Intelligent canary analysis and automated rollback.mp4 | 30.36 MB |
| ~Get Your Files Here !/5 - AI in change and release management/37. Continuous verification with AI-powered monitoring.mp4 | 23 MB |
| ~Get Your Files Here !/5 - AI in change and release management/38. AI for deployment automation & quality assurance.mp4 | 59.64 MB |
| ~Get Your Files Here !/5 - AI in change and release management/39. Simulation Exercise - Canary Analysis with AI Powered Rollback.mp4 | 66.8 MB |
| ~Get Your Files Here !/5 - AI in change and release management/39. modeul4-canary-config.json | 705 B |
| ~Get Your Files Here !/5 - AI in change and release management/39. modeul4-deployment-pipeline.yaml | 590 B |
| ~Get Your Files Here !/5 - AI in change and release management/39. modeul4-notification.yaml | 120 B |
| ~Get Your Files Here !/5 - AI in change and release management/39. modeul4-rollback.yaml | 118 B |
| ~Get Your Files Here !/6 - Quick summary - what we have learned so far/40. What we have learned so far.mp4 | 48.08 MB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/41. Chapters list.mp4 | 11.69 MB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/42. Comparison between how SRE works as human v s SRE tasks AI enabled.mp4 | 85.89 MB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. CICD-Pipeline.pdf | 32.87 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. Integrating AI tools into CI CD pipelines with coding simulation.mp4 | 106.43 MB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. Jenkins-Pipeline.pdf | 22.25 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. ai-risk-predictor.py | 3.03 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. canary-deploy.pdf | 27.82 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. canary-score.py | 2.96 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. output.pdf | 19.89 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/44. Open-source tools & frameworks for AI in Ops.mp4 | 24.95 MB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/45. Leveraging cloud-native AIOps platforms.mp4 | 16.74 MB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/46. AI-augmented-SRE-workflows.pdf | 84.91 KB |
| ~Get Your Files Here !/7 - Building AI enabled SRE workflow/46. Case studies AI-augmented SRE workflows.mp4 | 52.68 MB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/47. Chapters list.mp4 | 6.47 MB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/48. Choosing the right tools.mp4 | 22.54 MB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/49. Building your own AI SRE solution.mp4 | 40.18 MB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/49. Detecting-log-anomalies.pdf | 18.04 KB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/49. Predicting-CPU-overload.pdf | 20.68 KB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/50. Best practices for adoption.mp4 | 14.65 MB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/51. Human-in-the-loop - with example.mp4 | 10.22 MB |
| ~Get Your Files Here !/8 - Implementing and integrating AI in SRE/52. Summary.mp4 | 15.25 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/53. Chapters list.mp4 | 8.47 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/54. Limitations of AI in Ops.mp4 | 12.32 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/55. Code-example-false-positive-scenario.pdf | 22.38 KB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/55. Simulation Example - False Positive.mp4 | 9.69 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/56. Human-in-the-loop Balancing AI automation with SRE judgment.mp4 | 8.83 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/57. Code-example-SRE-approval-before-rollback.pdf | 31.93 KB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/57. Simulation Example - Human in Loop.mp4 | 11.08 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/58. Future trends.mp4 | 10.86 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/59. Code-example-Self-healing-logic.pdf | 22.72 KB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/59. Simulation Exercise - Self Healing.mp4 | 4.58 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/60. Preparing for the AI-driven SRE role.mp4 | 6.16 MB |
| ~Get Your Files Here !/9 - Challenges and feature of AI in SRE/61. Summary.mp4 | 3.17 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 70 B |
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