July 2023
Intermediate to advanced
272 pages
9h 16m
English
Content preview from Managing Machine Learning ProjectsBecome 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,
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index
Symbols
A
advantage 170
problems with 170
Agile manifesto 74
agile projects 41, 66, 68, 106
agile software 13
AI incidents 31
AI projects 189
Airflow server 36
AI systems 32
assistive 193
guidelines for developing 205–207
alert system 209
Apache Airflow, pipeline tool 70, 112
Apache Kafka, messaging system 37
assistive model, type of ML implementation, examples 192
assistive systems
recommenders and dashboards 193–195
Large Hadron Collider 193
authentication system 37
authorized signatures 53
automated search system (AutoML) 159–161
problems with 160
usefulness 160
autonomous model, type of ML implementation, examples 192
autonomous ...
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I 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.
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I'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.