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Udemy MLOps Simplified

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Udemy MLOps Simplified
Language: English
Category: Other
Size: 570.7 MB
Added: Oct. 22, 2023, 9:47 a.m.
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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. 1. Syllabus.html 2.9 KB
  3. 1. Introduction to MLOps and its importance in the machine learning lifecycle.html 2.6 KB
  4. 2. Overview of the machine learning lifecycle and the role of MLOps in each stage.html 2.7 KB
  5. 3. MLOps Overview.mp4 101.3 MB
  6. 3. MLOps Overview.srt 14.8 KB
  7. 4. AIOps vs. MLOps What's the Difference.mp4 56.1 MB
  8. 4. AIOps vs. MLOps What's the Difference.srt 6.0 KB
  9. 5. Running a Kubeflow pipeline in less than 3 minutes.mp4 20.0 MB
  10. 5. Running a Kubeflow pipeline in less than 3 minutes.srt 0 bytes
  11. 1. Introduction to model deployment.html 2.2 KB
  12. 2. Techniques for deploying machine learning models in production.html 2.2 KB
  13. 3. Hands-on deployment using various MLOps tools and frameworks.html 3.1 KB
  14. 1. Introduction to model monitoring and management.html 3.2 KB
  15. 2. Techniques for monitoring and managing machine learning models in production.html 3.8 KB
  16. 3. Hands-on monitoring and management using various MLOps tools and frameworks.html 4.3 KB
  17. 1. Introduction to DevOps and its importance in MLOps.html 2.7 KB
  18. 2. Techniques for integrating DevOps and MLOps practices.html 3.6 KB
  19. 3. Hands-on integration using various MLOps tools and frameworks.html 3.0 KB
  20. 1. Introduction to best practices for MLOps.html 2.8 KB
  21. 2. Implementing version control, testing, and documentation in MLOps.html 2.2 KB
  22. 3. Hands-on implementation using various MLOps tools and frameworks.html 3.9 KB
  23. 1. Applying the skills and knowledge learned in the course.html 2.4 KB
  24. 2. Extra material.mp4 229.7 MB
  25. 2. Extra material.srt 31.8 KB
  26. 3. MLOps specialized DevOps for Machine Learning - Stefan Nica.mp4 163.4 MB
  27. 3. MLOps specialized DevOps for Machine Learning - Stefan Nica.srt 27.0 KB
  28. Bonus Resources.txt 386 bytes

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