Skip to Content
Pragmatic AI: An Introduction to Cloud-Based Machine Learning, First Edition
book

Pragmatic AI: An Introduction to Cloud-Based Machine Learning, First Edition

by Noah Gift
July 2018
Intermediate to advanced
272 pages
9h 21m
English
Addison-Wesley Professional
Content preview from Pragmatic AI: An Introduction to Cloud-Based Machine Learning, First Edition

2

AI and ML Toolchain

We’re talking about practice. We’re talking about practice. We ain’t talking about the game.

Allen Iverson

There is a growing wave of articles, videos, courses, and degrees in AI and machine learning (ML). What isn’t covered as much is the toolchain. What are the fundamental skills needed to be a data scientist creating production machine learning? What are the fundamental processes a company must establish to develop reliable automated systems that can make predictions?

The toolchain needed to be successful in data science has exploded in complexity in some areas and shrunk in others. Jupyter Notebook is one of the innovations that has shrunk the complexity of developing solutions, as have cloud computing and SaaS build ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Automated Machine Learning with AutoKeras

Automated Machine Learning with AutoKeras

Luis Sobrecueva
Graph-Powered Analytics and Machine Learning with TigerGraph

Graph-Powered Analytics and Machine Learning with TigerGraph

Victor Lee, Phuc Kien Nguyen, Alexander Thomas

Publisher Resources

ISBN: 9780134863924