[ FreeCourseWeb.com ] Oreilly - Managing Machine Learning Projects, Video Edition

FreeCourseWeb com Oreilly - Managing Machine Learning Projects Video Edition

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File List：

  1. ~Get Your Files Here !/052. Chapter 8. Testing processes.mp4 71.55 MB
  2. ~Get Your Files Here !/038. Chapter 6. EDA, ethics, and baseline evaluations.mp4 59.93 MB
  3. ~Get Your Files Here !/060. Chapter 9. Implementing the production system.mp4 58.40 MB
  4. ~Get Your Files Here !/016. Chapter 3. Create an estimate.mp4 50.54 MB
  5. ~Get Your Files Here !/043. Chapter 6. The Bike Shop Pre-modelling.mp4 48.40 MB
  6. ~Get Your Files Here !/035. Chapter 5. Building data pipelines.mp4 45.85 MB
  7. ~Get Your Files Here !/033. Chapter 5. Understanding the data.mp4 40.54 MB
  8. ~Get Your Files Here !/055. Chapter 8. The Bike Shop sprint 2.mp4 38.01 MB
  9. ~Get Your Files Here !/058. Chapter 9. Types of ML implementations.mp4 31.99 MB
  10. ~Get Your Files Here !/069. Chapter 10. Off your hands and into production.mp4 31.42 MB
  11. ~Get Your Files Here !/046. Chapter 7. Feature engineering and data augmentation.mp4 31.19 MB
  12. ~Get Your Files Here !/030. Chapter 4. Bike Shop project setup.mp4 31.14 MB
  13. ~Get Your Files Here !/019. Chapter 3. The Bike Shop pre-sales.mp4 29.48 MB
  14. ~Get Your Files Here !/009. Chapter 2. Project requirements.mp4 28.22 MB
  15. ~Get Your Files Here !/048. Chapter 7. Making models with ML.mp4 28.00 MB
  16. ~Get Your Files Here !/053. Chapter 8. Model selection.mp4 26.67 MB
  17. ~Get Your Files Here !/026. Chapter 4. The data story.mp4 26.51 MB
  18. ~Get Your Files Here !/034. Chapter 5. Business problem refinement, UX, and application design.mp4 25.28 MB
  19. ~Get Your Files Here !/061. Chapter 9. Logging, monitoring, management, feedback, and documentation.mp4 21.99 MB
  20. ~Get Your Files Here !/012. Chapter 2. Corporate responsibility, regulation, and ethical considerations.mp4 20.72 MB
  21. ~Get Your Files Here !/001. Chapter 1. Introduction Delivering machine learning projects is hard; let’s do it better.mp4 19.35 MB
  22. ~Get Your Files Here !/036. Chapter 5. Model repository and model versioning.mp4 18.37 MB
  23. ~Get Your Files Here !/007. Chapter 2. Pre-project From opportunity to requirements.mp4 18.33 MB
  24. ~Get Your Files Here !/015. Chapter 3. Pre-project From requirements to proposal.mp4 17.98 MB
  25. ~Get Your Files Here !/010. Chapter 2. Data.mp4 17.72 MB
  26. ~Get Your Files Here !/066. Chapter 9. The Bike Shop sprint 3.mp4 16.30 MB
  27. ~Get Your Files Here !/013. Chapter 2. Development architecture and process.mp4 14.66 MB
  28. ~Get Your Files Here !/003. Chapter 1. Other machine learning methodologies.mp4 13.98 MB
  29. ~Get Your Files Here !/002. Chapter 1. Why is ML important.mp4 13.90 MB
  30. ~Get Your Files Here !/057. Chapter 9. Sprint 3 system building and production.mp4 10.54 MB
  31. ~Get Your Files Here !/045. Chapter 7. Making useful models with ML.mp4 10.20 MB
  32. ~Get Your Files Here !/051. Chapter 8. Testing and selection.mp4 9.39 MB
  33. ~Get Your Files Here !/025. Chapter 4. Infrastructure plan.mp4 9.21 MB
  34. ~Get Your Files Here !/070. Chapter 10. Team post-project review.mp4 8.63 MB
  35. ~Get Your Files Here !/039. Chapter 6. Ethics checkpoint.mp4 8.06 MB
  36. ~Get Your Files Here !/041. Chapter 6. What if there are problems.mp4 7.86 MB
  37. ~Get Your Files Here !/071. Chapter 10. Improving practice.mp4 7.05 MB
  38. ~Get Your Files Here !/049. Chapter 7. Stinky, dirty, no good, smelly models.mp4 6.87 MB
  39. ~Get Your Files Here !/004. Chapter 1. Understanding this book.mp4 6.49 MB
  40. ~Get Your Files Here !/028. Chapter 4. Project roadmap.mp4 6.36 MB
  41. ~Get Your Files Here !/018. Chapter 3. Pre-projectpre-sales checklist.mp4 6.35 MB
  42. ~Get Your Files Here !/008. Chapter 2. Project management infrastructure.mp4 6.34 MB
  43. ~Get Your Files Here !/059. Chapter 9. Nonfunctional review.mp4 5.81 MB
  44. ~Get Your Files Here !/062. Chapter 9. Pre-release testing.mp4 5.49 MB
  45. ~Get Your Files Here !/020. Chapter 3. Pre-project postscript.mp4 5.16 MB
  46. ~Get Your Files Here !/011. Chapter 2. Security and privacy.mp4 5.02 MB
  47. ~Get Your Files Here !/064. Chapter 9. Promotion to production.mp4 4.98 MB
  48. ~Get Your Files Here !/022. Chapter 4. Getting started.mp4 4.79 MB
  49. ~Get Your Files Here !/054. Chapter 8. Post modelling checklist.mp4 4.37 MB
  50. ~Get Your Files Here !/032. Chapter 5. Diving into the problem.mp4 4.35 MB
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