Data Analytics Using R(Paperback, Dr. Shridevi Jeevan Kamble, Dr. Nayana Hedge, Dr. G. Hemanth Kumar, Dr. Manjunath R. Kounte)
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What is Data Analytics?Data analytics is the art and science of turning raw data into actionable insights. It involves exploring, cleaning, and interpreting data to uncover meaningful patterns and trends, ultimately guiding informed decision-making.Why R?R is a versatile and powerful programming language specifically designed for data analysis. Its extensive collection of packages, user-friendly syntax, and robust statistical capabilities make it an ideal tool for both beginners and experienced analysts.What to Expect from This Book:Foundations: We’ll start with the basics, building a solid foundation in statistics and R programming essentials.Data Manipulation: Learn to clean and transform data using tools like dplyr and tidyr.Visualization: Master the art of data visualization with the popular ggplot2 package.Machine Learning: Explore the application of R in machine learning, from classification to regression.Real-World Cases: Dive into case studies across various industries, applying R to solve practical data analytics challenges.Who Should Read This Book?Whether you’re a newcomer to data analytics or looking to expand your R skills, this book caters to a diverse audience. From students and professionals to enthusiasts’ eager to harness the power of data, our goal is to make the world of data analytics accessible and rewarding.So, let’s embark on this journey together. By the end of this book, you’ll not only have a solid grasp of data analytics principles but also the confidence to apply them in your own projects. Get ready to unlock the potential within your data and make data-driven decisions with R!