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

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

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File Name

Size

Get Bonus Downloads Here.url

183B

~Get Your Files Here !/001. Chapter 1. Introduction Delivering machine learning projects is hard; let’s do it better.mp4

18.9MB

~Get Your Files Here !/002. Chapter 1. Why is ML important.mp4

13.58MB

~Get Your Files Here !/003. Chapter 1. Other machine learning methodologies.mp4

13.65MB

~Get Your Files Here !/004. Chapter 1. Understanding this book.mp4

6.34MB

~Get Your Files Here !/005. Chapter 1. Case study The Bike Shop.mp4

2.69MB

~Get Your Files Here !/006. Chapter 1. Summary.mp4

1.86MB

~Get Your Files Here !/007. Chapter 2. Pre-project From opportunity to requirements.mp4

17.9MB

~Get Your Files Here !/008. Chapter 2. Project management infrastructure.mp4

6.19MB

~Get Your Files Here !/009. Chapter 2. Project requirements.mp4

27.56MB

~Get Your Files Here !/010. Chapter 2. Data.mp4

17.31MB

~Get Your Files Here !/011. Chapter 2. Security and privacy.mp4

4.9MB

~Get Your Files Here !/012. Chapter 2. Corporate responsibility, regulation, and ethical considerations.mp4

20.24MB

~Get Your Files Here !/013. Chapter 2. Development architecture and process.mp4

14.32MB

~Get Your Files Here !/014. Chapter 2. Summary.mp4

2.15MB

~Get Your Files Here !/015. Chapter 3. Pre-project From requirements to proposal.mp4

17.56MB

~Get Your Files Here !/016. Chapter 3. Create an estimate.mp4

49.36MB

~Get Your Files Here !/017. Chapter 3. Pre-salespre-project administration.mp4

3.41MB

~Get Your Files Here !/018. Chapter 3. Pre-projectpre-sales checklist.mp4

6.2MB

~Get Your Files Here !/019. Chapter 3. The Bike Shop pre-sales.mp4

28.79MB

~Get Your Files Here !/020. Chapter 3. Pre-project postscript.mp4

5.04MB

~Get Your Files Here !/021. Chapter 3. Summary.mp4

1.5MB

~Get Your Files Here !/022. Chapter 4. Getting started.mp4

4.68MB

~Get Your Files Here !/023. Chapter 4. Finalize team design and resourcing.mp4

3.62MB

~Get Your Files Here !/025. Chapter 4. Infrastructure plan.mp4

8.99MB

~Get Your Files Here !/026. Chapter 4. The data story.mp4

25.89MB

~Get Your Files Here !/027. Chapter 4. Privacy, security, and an ethics plan.mp4

3.77MB

~Get Your Files Here !/028. Chapter 4. Project roadmap.mp4

6.21MB

~Get Your Files Here !/029. Chapter 4. Sprint 0 checklist.mp4

2.46MB

~Get Your Files Here !/030. Chapter 4. Bike Shop project setup.mp4

30.41MB

~Get Your Files Here !/031. Chapter 4. Summary.mp4

2.07MB

~Get Your Files Here !/032. Chapter 5. Diving into the problem.mp4

4.25MB

~Get Your Files Here !/033. Chapter 5. Understanding the data.mp4

39.59MB

~Get Your Files Here !/034. Chapter 5. Business problem refinement, UX, and application design.mp4

24.69MB

~Get Your Files Here !/035. Chapter 5. Building data pipelines.mp4

44.78MB

~Get Your Files Here !/036. Chapter 5. Model repository and model versioning.mp4

17.94MB

~Get Your Files Here !/037. Chapter 5. Summary.mp4

2.49MB

~Get Your Files Here !/038. Chapter 6. EDA, ethics, and baseline evaluations.mp4

58.52MB

~Get Your Files Here !/039. Chapter 6. Ethics checkpoint.mp4

7.88MB

~Get Your Files Here !/040. Chapter 6. Baseline models and performance.mp4

3.48MB

~Get Your Files Here !/041. Chapter 6. What if there are problems.mp4

7.67MB

~Get Your Files Here !/042. Chapter 6. Pre-modeling checklist.mp4

843.79KB

~Get Your Files Here !/043. Chapter 6. The Bike Shop Pre-modelling.mp4

47.27MB

~Get Your Files Here !/045. Chapter 7. Making useful models with ML.mp4

9.97MB

~Get Your Files Here !/046. Chapter 7. Feature engineering and data augmentation.mp4

30.46MB

~Get Your Files Here !/048. Chapter 7. Making models with ML.mp4

27.35MB

~Get Your Files Here !/049. Chapter 7. Stinky, dirty, no good, smelly models.mp4

6.7MB

~Get Your Files Here !/050. Chapter 7. Summary.mp4

2.46MB

~Get Your Files Here !/051. Chapter 8. Testing and selection.mp4

9.17MB

~Get Your Files Here !/052. Chapter 8. Testing processes.mp4

69.88MB

~Get Your Files Here !/053. Chapter 8. Model selection.mp4

26.04MB

~Get Your Files Here !/054. Chapter 8. Post modelling checklist.mp4

4.27MB

~Get Your Files Here !/055. Chapter 8. The Bike Shop sprint 2.mp4

37.12MB

~Get Your Files Here !/056. Chapter 8. Summary.mp4

4.05MB

~Get Your Files Here !/057. Chapter 9. Sprint 3 system building and production.mp4

10.29MB

~Get Your Files Here !/058. Chapter 9. Types of ML implementations.mp4

31.24MB

~Get Your Files Here !/059. Chapter 9. Nonfunctional review.mp4

5.68MB

~Get Your Files Here !/060. Chapter 9. Implementing the production system.mp4

57.03MB

~Get Your Files Here !/061. Chapter 9. Logging, monitoring, management, feedback, and documentation.mp4

21.48MB

~Get Your Files Here !/062. Chapter 9. Pre-release testing.mp4

5.36MB

~Get Your Files Here !/063. Chapter 9. Ethics review.mp4

3.4MB

~Get Your Files Here !/064. Chapter 9. Promotion to production.mp4

4.86MB

~Get Your Files Here !/065. Chapter 9. You aren’t done yet.mp4

2.08MB

~Get Your Files Here !/066. Chapter 9. The Bike Shop sprint 3.mp4

15.92MB

~Get Your Files Here !/067. Chapter 9. Summary.mp4

4.15MB

~Get Your Files Here !/068. Chapter 10. Post project (sprint Ω).mp4

1.78MB

~Get Your Files Here !/069. Chapter 10. Off your hands and into production.mp4

30.68MB

~Get Your Files Here !/070. Chapter 10. Team post-project review.mp4

8.43MB

~Get Your Files Here !/071. Chapter 10. Improving practice.mp4

6.88MB

~Get Your Files Here !/072. Chapter 10. New technology adoption.mp4

3.22MB

~Get Your Files Here !/073. Chapter 10. Case study.mp4

1.91MB

~Get Your Files Here !/074. Chapter 10. Goodbye and good luck.mp4

2.33MB

~Get Your Files Here !/075. Chapter 10. Summary.mp4

2.67MB

~Get Your Files Here !/Bonus Resources.txt

386B

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