October 2023
Beginner
516 pages
12h 12m
English
Content preview from The Statistics and Machine Learning with R Workshop
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Preface
This workshop book is a comprehensive resource designed to offer a deep dive into the essential aspects of both statistics and machine learning. It provides explanations of key concepts with practical examples and hands-on exercises to enable a holistic learning experience. Starting with the fundamentals, the book walks you through the complete model development process, covering everything from data preprocessing to model development.
In addition to its focus on machine learning, the book also delves into R’s statistical capabilities. You’ll learn how to manipulate various data types and tackle complex mathematical challenges, from algebra and calculus to probability and Bayesian statistics. The text even guides you through linear regression ...
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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.Julian F.
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.
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.