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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front matter
preface
I can’t pin down a moment or weave a convincing anecdote that explains how I came to realize that writing a book about how to manage a machine-learning project would be a good thing to do. The gist of it is that sometime in 2019 I realized that I was talking to a lot of people who had started an ML project and were in trouble with it, and usually I knew why.
There wasn’t one common malady or even a single theme, rather failures seemed to come from lots of different directions. Disparate as the failings of these projects were, there was a common cause at work here. The folks leading these projects were talented, clever, articulate, and skilled, but they were inexperienced.
I was very lucky in the timing of my career. I got ...
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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.