Download Oreilly - Managing Machine Learning Projects, Video Edition Torrent

Torrent Contents Size: 1 GB

Oreilly - Managing Machine Learning Projects, Video Edition

▼ show more 59 files

001. Chapter 1. Introduction Delivering machine learning projects is hard; let’s do it better.mp4	MP4	18.9 MB
002. Chapter 1. Why is ML important.mp4	MP4	13.6 MB
003. Chapter 1. Other machine learning methodologies.mp4	MP4	13.7 MB
004. Chapter 1. Understanding this book.mp4	MP4	6.3 MB
005. Chapter 1. Case study The Bike Shop.mp4	MP4	2.7 MB
006. Chapter 1. Summary.mp4	MP4	1.9 MB
007. Chapter 2. Pre-project From opportunity to requirements.mp4	MP4	17.9 MB
008. Chapter 2. Project management infrastructure.mp4	MP4	6.2 MB
009. Chapter 2. Project requirements.mp4	MP4	27.6 MB
010. Chapter 2. Data.mp4	MP4	17.3 MB
011. Chapter 2. Security and privacy.mp4	MP4	4.9 MB
012. Chapter 2. Corporate responsibility, regulation, and ethical considerations.mp4	MP4	20.2 MB
013. Chapter 2. Development architecture and process.mp4	MP4	14.3 MB
014. Chapter 2. Summary.mp4	MP4	2.2 MB
015. Chapter 3. Pre-project From requirements to proposal.mp4	MP4	17.6 MB
016. Chapter 3. Create an estimate.mp4	MP4	49.4 MB
017. Chapter 3. Pre-salespre-project administration.mp4	MP4	3.4 MB
018. Chapter 3. Pre-projectpre-sales checklist.mp4	MP4	6.2 MB
019. Chapter 3. The Bike Shop pre-sales.mp4	MP4	28.8 MB
020. Chapter 3. Pre-project postscript.mp4	MP4	5 MB
021. Chapter 3. Summary.mp4	MP4	1.5 MB
022. Chapter 4. Getting started.mp4	MP4	4.7 MB
023. Chapter 4. Finalize team design and resourcing.mp4	MP4	3.6 MB
025. Chapter 4. Infrastructure plan.mp4	MP4	9 MB
026. Chapter 4. The data story.mp4	MP4	25.9 MB
027. Chapter 4. Privacy, security, and an ethics plan.mp4	MP4	3.8 MB
028. Chapter 4. Project roadmap.mp4	MP4	6.2 MB
029. Chapter 4. Sprint 0 checklist.mp4	MP4	2.5 MB
030. Chapter 4. Bike Shop project setup.mp4	MP4	30.4 MB
031. Chapter 4. Summary.mp4	MP4	2.1 MB
032. Chapter 5. Diving into the problem.mp4	MP4	4.3 MB
033. Chapter 5. Understanding the data.mp4	MP4	39.6 MB
034. Chapter 5. Business problem refinement, UX, and application design.mp4	MP4	24.7 MB
035. Chapter 5. Building data pipelines.mp4	MP4	44.8 MB
036. Chapter 5. Model repository and model versioning.mp4	MP4	17.9 MB
037. Chapter 5. Summary.mp4	MP4	2.5 MB
038. Chapter 6. EDA, ethics, and baseline evaluations.mp4	MP4	58.5 MB
039. Chapter 6. Ethics checkpoint.mp4	MP4	7.9 MB
040. Chapter 6. Baseline models and performance.mp4	MP4	3.5 MB
041. Chapter 6. What if there are problems.mp4	MP4	7.7 MB
042. Chapter 6. Pre-modeling checklist.mp4	MP4	843.8 KB
043. Chapter 6. The Bike Shop Pre-modelling.mp4	MP4	47.3 MB
045. Chapter 7. Making useful models with ML.mp4	MP4	10 MB
046. Chapter 7. Feature engineering and data augmentation.mp4	MP4	30.5 MB
048. Chapter 7. Making models with ML.mp4	MP4	27.3 MB
049. Chapter 7. Stinky, dirty, no good, smelly models.mp4	MP4	6.7 MB
050. Chapter 7. Summary.mp4	MP4	2.5 MB
051. Chapter 8. Testing and selection.mp4	MP4	9.2 MB
052. Chapter 8. Testing processes.mp4	MP4	69.9 MB
053. Chapter 8. Model selection.mp4	MP4	26 MB
054. Chapter 8. Post modelling checklist.mp4	MP4	4.3 MB
055. Chapter 8. The Bike Shop sprint 2.mp4	MP4	37.1 MB
056. Chapter 8. Summary.mp4	MP4	4.1 MB
057. Chapter 9. Sprint 3 system building and production.mp4	MP4	10.3 MB
058. Chapter 9. Types of ML implementations.mp4	MP4	31.2 MB
059. Chapter 9. Nonfunctional review.mp4	MP4	5.7 MB
060. Chapter 9. Implementing the production system.mp4	MP4	57 MB
061. Chapter 9. Logging, monitoring, management, feedback, and documentation.mp4	MP4	21.5 MB
062. Chapter 9. Pre-release testing.mp4	MP4	5.4 MB
063. Chapter 9. Ethics review.mp4	MP4	3.4 MB
064. Chapter 9. Promotion to production.mp4	MP4	4.9 MB
065. Chapter 9. You aren’t done yet.mp4	MP4	2.1 MB
066. Chapter 9. The Bike Shop sprint 3.mp4	MP4	15.9 MB
067. Chapter 9. Summary.mp4	MP4	4.2 MB
068. Chapter 10. Post project (sprint Ω).mp4	MP4	1.8 MB
069. Chapter 10. Off your hands and into production.mp4	MP4	30.7 MB
070. Chapter 10. Team post-project review.mp4	MP4	8.4 MB
071. Chapter 10. Improving practice.mp4	MP4	6.9 MB
072. Chapter 10. New technology adoption.mp4	MP4	3.2 MB
073. Chapter 10. Case study.mp4	MP4	1.9 MB
074. Chapter 10. Goodbye and good luck.mp4	MP4	2.3 MB
075. Chapter 10. Summary.mp4	MP4	2.7 MB
Bonus Resources.txt	TXT	409.6 B
Get Bonus Downloads Here.url	URL	204.8 B

Description

Show full description

Related Torrents

TORRENT NAME	SIZE	FILES	AGE	SEED	LEECH	SOURCE
[ FreeCourseWeb ] Oreilly - Managing Time in a Data Warehouse Posted in Other Posted in Other 4 324.66 MB 6 years ago	Size 324.66 MB	Files 1	Age 6 years ago	Seeds 4	Leechs 1	Source

Oreilly - Managing Machine Learning Projects, Video Edition

Torrent Contents Size: 1 GB

Description

Related Torrents

Location

Trackers

Latest News

Latest Searches

Sites In Our Index

Popular Tags

Tracker name
udp://tracker.torrent.eu.org:451/announce
udp://tracker.tiny-vps.com:6969/announce
http://tracker.foreverpirates.co:80/announce
udp://tracker.cyberia.is:6969/announce
udp://exodus.desync.com:6969/announce
udp://explodie.org:6969/announce
udp://tracker.opentrackr.org:1337/announce
udp://9.rarbg.to:2780/announce
udp://tracker.internetwarriors.net:1337/announce
udp://ipv4.tracker.harry.lu:80/announce
udp://open.stealth.si:80/announce
udp://9.rarbg.to:2900/announce
udp://9.rarbg.me:2720/announce
udp://opentor.org:2710/announce
udp://tracker.opentrackr.org:1337/announce
http://tracker.openbittorrent.com:80/announce
udp://opentracker.i2p.rocks:6969/announce
udp://tracker.internetwarriors.net:1337/announce
udp://tracker.leechers-paradise.org:6969/announce
udp://coppersurfer.tk:6969/announce
udp://tracker.zer0day.to:1337/announce