Download Machine Learning in Production Developing and Optimizing Data Science Workflows and Applications (Addison-Wesley Data & Analytics Series) 1st Edition [NulledPremium] torrent - GloDLS
Torrent Details For "Machine Learning in Production Developing and Optimizing Data Science Workflows and ..."

Machine Learning in Production Developing and Optimizing Data Science Workflows and ...

To download this torrent, you need a BitTorrent client: Vuze or BTGuard
Download this torrent
Download using Magnet Link

Health:
Seeds: 43
Leechers: 0
Completed: 798 
Last Checked: 06-10-2019 10:12:18

Uploader Reputation points : 824
External: Torrent






Write a Review for the Uploader:   5   Say Thanks with one good review:
Share on Facebook


Details
Name:Machine Learning in Production Developing and Optimizing Data Science Workflows and ...
Description:


Book details
File Size: 17 MB
Format: epub
Print Length: 288 pages
Page Numbers Source ISBN: 0134116542
Simultaneous Device Usage: Up to 5 simultaneous devices, per publisher limits
Publisher: Addison-Wesley Professional; 1 edition (February 27, 2019)
Publication Date: February 27, 2019
Sold by: Amazon Digital Services LLC
Language: English
ASIN: B07NS7BW7J

Foundational Hands-On Skills for Succeeding with Real Data Science Projects

This pragmatic book introduces both machine learning and data science, bridging gaps between data scientist and engineer, and helping you bring these techniques into production. It helps ensure that your efforts actually solve your problem, and offers unique coverage of real-world optimization in production settings.

–From the Foreword by Paul Dix, series editor

Machine Learning in Production is a crash course in data science and machine learning for people who need to solve real-world problems in production environments. Written for technically competent “accidental data scientists” with more curiosity and ambition than formal training, this complete and rigorous introduction stresses practice, not theory.

Building on agile principles, Andrew and Adam Kelleher show how to quickly deliver significant value in production, resisting overhyped tools and unnecessary complexity. Drawing on their extensive experience, they help you ask useful questions and then execute production projects from start to finish.

The authors show just how much information you can glean with straightforward queries, aggregations, and visualizations, and they teach indispensable error analysis methods to avoid costly mistakes. They turn to workhorse machine learning techniques such as linear regression, classification, clustering, and Bayesian inference, helping you choose the right algorithm for each production problem. Their concluding section on hardware, infrastructure, and distributed systems offers unique and invaluable guidance on optimization in production environments.

Andrew and Adam always focus on what matters in production: solving the problems that offer the highest return on investment, using the simplest, lowest-risk approaches that work.

Leverage agile principles to maximize development efficiency in production projects
Learn from practical Python code examples and visualizations that bring essential algorithmic concepts to life
Start with simple heuristics and improve them as your data pipeline matures
Avoid bad conclusions by implementing foundational error analysis techniques
Communicate your results with basic data visualization techniques
Master basic machine learning techniques, starting with linear regression and random forests
Perform classification and clustering on both vector and graph data
Learn the basics of graphical models and Bayesian inference
Understand correlation and causation in machine learning models
Explore overfitting, model capacity, and other advanced machine learning techniques
Make informed architectural decisions about storage, data transfer, computation, and communication
Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

For More Visit NulledPremium >>> NulledPremium.com
YouTube Video:
Category:Books
Language:English  English
Total Size:17.46 MB
Info Hash:99208566E441EFF9481D097191498F6E4C0010B7
Added By:DiamondB Verified Uploader
Date Added:2019-07-11 13:50:34
Torrent Status:Torrent Verified


Ratings:Not Yet Rated (Log in to rate it)


Tracker:
udp://tracker.iamhansen.xyz:2000/announce

This Torrent also has backup trackers
URLSeedersLeechersCompleted
udp://tracker.iamhansen.xyz:2000/announce3026
udp://tracker.torrent.eu.org:451/announce6039
udp://tracker.cyberia.is:6969/announce306
udp://tracker.leechers-paradise.org:6969/announce403
udp://tracker.uw0.xyz:6969/announce304
udp://exodus.desync.com:6969/announce30149
udp://explodie.org:6969/announce303
udp://denis.stalker.upeer.me:6969/announce100
udp://tracker.opentrackr.org:1337/announce50402
udp://9.rarbg.to:2710/announce300
udp://tracker.tiny-vps.com:6969/announce100
udp://ipv4.tracker.harry.lu:80/announce200
udp://tracker.coppersurfer.tk:6969/announce30160
udp://tracker.internetwarriors.net:1337/announce306


File List: 





Comments
No comments still posted