Hands-On Data Science with R
by Doug Ortiz, Vitor Bianchi Lanzetta, Nataraj Dasgupta, Ricardo Anjoleto Farias
Overview
Dive into "Hands-On Data Science with R" and embark on a journey to master the R language for practical data science applications. This comprehensive guide walks through data manipulation, visualization, and advanced analytics, preparing you to tackle real-world data challenges with confidence.
What this Book will help me do
- Understand how to utilize popular R packages effectively for data science tasks.
- Learn techniques for cleaning, preprocessing, and exploring datasets.
- Gain insights into implementing machine learning models in R for predictive analytics.
- Master the use of advanced visualization tools to extract and communicate insights.
- Develop expertise in integrating R with big data platforms like Hadoop and Spark.
Author(s)
This book was written by experts in data science and R including Doug Ortiz and his co-authors. They bring years of industry experience and a desire to teach, presenting complex topics in an approachable manner.
Who is it for?
Designed for data analysts, statisticians, or programmers with basic R knowledge looking to dive into machine learning and predictive analytics. If you're aiming to enhance your skill set or gain confidence in tackling real-world data problems, this book is an excellent choice.