Introduction to Data Science with R: A Hands-On Guide to Analyzing Data and Building Models with R

Author:   Booker Blunt
Publisher:   Independently Published
ISBN:  

9798284319581


Pages:   260
Publication Date:   25 May 2025
Format:   Paperback
Availability:   Available To Order   Availability explained
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Introduction to Data Science with R: A Hands-On Guide to Analyzing Data and Building Models with R


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Overview

Dive into the world of data science with R in this hands-on guide designed to take you through the core concepts of data analysis and model building. Whether you're new to data science or seeking to expand your skills, this book provides a clear and practical approach to analyzing real-world datasets and creating data models using R. Through step-by-step examples, you'll learn how to clean, analyze, visualize, and interpret data. From building basic statistical models to applying machine learning techniques, this book covers it all, making it perfect for beginners. What you'll learn: Setting up R and RStudio for data science projects Importing and cleaning data with dplyr, tidyr, and other R packages Visualizing data using ggplot2 and other plotting tools Applying statistical methods to analyze data trends Building linear regression and classification models Introduction to machine learning in R with caret and randomForest Evaluating model performance using cross-validation and confusion matrices Handling missing data and outliers effectively Making predictions and interpreting model results Exporting results and creating reports with RMarkdown By the end of this book, you'll be ready to tackle data analysis and build predictive models with R, equipping you with the practical skills to solve real-world problems in data science. Perfect for beginners who want to get hands-on experience with data analysis and modeling in R.

Full Product Details

Author:   Booker Blunt
Publisher:   Independently Published
Imprint:   Independently Published
Dimensions:   Width: 15.20cm , Height: 1.40cm , Length: 22.90cm
Weight:   0.354kg
ISBN:  

9798284319581


Pages:   260
Publication Date:   25 May 2025
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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