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

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Title: Udemy - AI for SRE and DevOpsGroup: NOGRPSource: Udemy
Info Hash
97931A136321F733E70EFD97F2852CFC9101360C
Source
Unverified
Total Size
2.24 GB
Total Files
93
Seeders
2
Leechers
1
Health
1.00
Score
5
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url180 B
~Get Your Files Here !/1 - Introduction/1. Course Introduction.mp485.58 MB
~Get Your Files Here !/1 - Introduction/2. Contents of the course.mp485.43 MB
~Get Your Files Here !/1 - Introduction/3. Meet the instructor.mp453.36 MB
~Get Your Files Here !/10 - The future of AI in SRE/62. Chapters list.mp44.36 MB
~Get Your Files Here !/10 - The future of AI in SRE/63. The role of Generative AI with case study examples.mp445.34 MB
~Get Your Files Here !/10 - The future of AI in SRE/64. AI Reliability Engineering with use case.mp438.03 MB
~Get Your Files Here !/10 - The future of AI in SRE/65. Summary.mp45.03 MB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/66. Chapters list.mp46.56 MB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/67. AI in Security SRE (SecSRE) with simulation example.mp418.06 MB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/67. Code-example-AI-based-anomaly-detection-in-security-logs.pdf24.02 KB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/68. Ethical Considerations in AI for SRE with use case examples.mp410.91 MB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/69. Governance and Best Practices.mp412.95 MB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/70. Detect-and-fix-bias.pdf26.26 KB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/70. Simulation Exercise - Analyze and fix a biased data.mp46.33 MB
~Get Your Files Here !/11 - Security and ethics in AI for SRE/71. Summary.mp45.76 MB
~Get Your Files Here !/12 - Conclusion/72. Thank You.mp466.67 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/10. What is AI ML - Part2.mp473.51 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/11. What is AI ML - Part3.mp429.81 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/12. Summary.mp49.78 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/4. AI in SRE - introduction.mp47.67 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/5. What is SRE - Part1.mp475.12 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/6. What is SRE - Part2.mp467.19 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/7. What is SRE - Part3.mp419.65 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/8. What is infrastructure engineering and DevOps.mp448.1 MB
~Get Your Files Here !/2 - Introduction to AI in SRE/9. What is AI ML - Part1.mp441.14 MB
~Get Your Files Here !/3 - Why AI for SRE/13. Basics of AI ML relevance to SRE.mp455.29 MB
~Get Your Files Here !/3 - Why AI for SRE/14. Benefits of AI for SRE.mp4173.35 MB
~Get Your Files Here !/3 - Why AI for SRE/15. Benefits of AI for SRE - Overview.mp44.85 MB
~Get Your Files Here !/3 - Why AI for SRE/16. Intelligent log analysis with example.mp456.22 MB
~Get Your Files Here !/3 - Why AI for SRE/17. AI-driven metric baselining and trend detection with example.mp433.52 MB
~Get Your Files Here !/3 - Why AI for SRE/18. Event correlation and noise reduction with AI with example.mp437 MB
~Get Your Files Here !/3 - Why AI for SRE/19. Predictive alerting with example.mp438.61 MB
~Get Your Files Here !/3 - Why AI for SRE/20. How to use AI for SRE.mp45.81 MB
~Get Your Files Here !/3 - Why AI for SRE/21. Ready made 3rd party solutions.mp417.3 MB
~Get Your Files Here !/3 - Why AI for SRE/22. Native solutions provided by monitoring tools itself.mp440.21 MB
~Get Your Files Here !/3 - Why AI for SRE/22. Native-App-Reference.pdf126.34 KB
~Get Your Files Here !/3 - Why AI for SRE/23. Build your own with example.mp464.35 MB
~Get Your Files Here !/3 - Why AI for SRE/24. AI in incident management - what is incident management in SRE.mp43.49 MB
~Get Your Files Here !/3 - Why AI for SRE/25. Where does AI fit in.mp43.67 MB
~Get Your Files Here !/3 - Why AI for SRE/26. How AI helps in each stage.mp455.88 MB
~Get Your Files Here !/3 - Why AI for SRE/27. AI assisted Incident management example with pros and cons.mp422.6 MB
~Get Your Files Here !/4 - AI in Infra/28. Relevance of AI for Infra.mp420.78 MB
~Get Your Files Here !/4 - AI in Infra/29. Benefits of AI for Infra.mp441.43 MB
~Get Your Files Here !/4 - AI in Infra/30. How to use AI for Infra.mp419.41 MB
~Get Your Files Here !/4 - AI in Infra/31. Simulation Exercise.mp420.91 MB
~Get Your Files Here !/4 - AI in Infra/32. Summary.mp47.35 MB
~Get Your Files Here !/5 - AI in change and release management/33. Chapters list.mp48.86 MB
~Get Your Files Here !/5 - AI in change and release management/34. Introduction.mp49.1 MB
~Get Your Files Here !/5 - AI in change and release management/35. Risk prediction for new releases.mp426.1 MB
~Get Your Files Here !/5 - AI in change and release management/36. Intelligent canary analysis and automated rollback.mp430.36 MB
~Get Your Files Here !/5 - AI in change and release management/37. Continuous verification with AI-powered monitoring.mp423 MB
~Get Your Files Here !/5 - AI in change and release management/38. AI for deployment automation & quality assurance.mp459.64 MB
~Get Your Files Here !/5 - AI in change and release management/39. Simulation Exercise - Canary Analysis with AI Powered Rollback.mp466.8 MB
~Get Your Files Here !/5 - AI in change and release management/39. modeul4-canary-config.json705 B
~Get Your Files Here !/5 - AI in change and release management/39. modeul4-deployment-pipeline.yaml590 B
~Get Your Files Here !/5 - AI in change and release management/39. modeul4-notification.yaml120 B
~Get Your Files Here !/5 - AI in change and release management/39. modeul4-rollback.yaml118 B
~Get Your Files Here !/6 - Quick summary - what we have learned so far/40. What we have learned so far.mp448.08 MB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/41. Chapters list.mp411.69 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.mp485.89 MB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. CICD-Pipeline.pdf32.87 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. Integrating AI tools into CI CD pipelines with coding simulation.mp4106.43 MB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. Jenkins-Pipeline.pdf22.25 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. ai-risk-predictor.py3.03 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. canary-deploy.pdf27.82 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. canary-score.py2.96 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/43. output.pdf19.89 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/44. Open-source tools & frameworks for AI in Ops.mp424.95 MB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/45. Leveraging cloud-native AIOps platforms.mp416.74 MB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/46. AI-augmented-SRE-workflows.pdf84.91 KB
~Get Your Files Here !/7 - Building AI enabled SRE workflow/46. Case studies AI-augmented SRE workflows.mp452.68 MB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/47. Chapters list.mp46.47 MB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/48. Choosing the right tools.mp422.54 MB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/49. Building your own AI SRE solution.mp440.18 MB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/49. Detecting-log-anomalies.pdf18.04 KB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/49. Predicting-CPU-overload.pdf20.68 KB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/50. Best practices for adoption.mp414.65 MB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/51. Human-in-the-loop - with example.mp410.22 MB
~Get Your Files Here !/8 - Implementing and integrating AI in SRE/52. Summary.mp415.25 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/53. Chapters list.mp48.47 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/54. Limitations of AI in Ops.mp412.32 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/55. Code-example-false-positive-scenario.pdf22.38 KB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/55. Simulation Example - False Positive.mp49.69 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/56. Human-in-the-loop Balancing AI automation with SRE judgment.mp48.83 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/57. Code-example-SRE-approval-before-rollback.pdf31.93 KB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/57. Simulation Example - Human in Loop.mp411.08 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/58. Future trends.mp410.86 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/59. Code-example-Self-healing-logic.pdf22.72 KB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/59. Simulation Exercise - Self Healing.mp44.58 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/60. Preparing for the AI-driven SRE role.mp46.16 MB
~Get Your Files Here !/9 - Challenges and feature of AI in SRE/61. Summary.mp43.17 MB
~Get Your Files Here !/Bonus Resources.txt70 B

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