May 2021
Beginner to intermediate
272 pages
6h 41m
English
Content preview from Becoming a Data Head
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O’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.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.I’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.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.
PART IIIUnderstanding the Data Scientist's Toolbox
You know the terms: machine learning, artificial intelligence, and deep learning. They're probably what led you to this book. But now we're going to demystify them.
Our data field, whatever name we choose to call it, is in a constant state of change. But there are fundamental concepts and tools that have persisted for decades and form the foundation for today's hottest trends, including text and image analysis. Part III, “Understanding the Data Scientist's Toolbox,” teaches you those concepts and techniques at a high level.
Here's what we'll cover:
- Chapter 8: Search for Hidden Groups
- Chapter 9: Understand the Regression Model
- Chapter 10: Understand the Classification Model
- Chapter 11: Understand Text Analytics
- Chapter 12: Conceptualize Deep Learning
You'll also learn about common mistakes and traps that even seasoned analysts fall into.
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and much more.
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I’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.
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.