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Databases & Big Data - R for Data Science: Import, Tidy, Transform, Visualize, and Model Data

Description

Book Synopsis: Use R to turn data into insight, knowledge, and understanding. With this practical book, aspiring data scientists will learn how to do data science with R and RStudio, along with the tidyverse—a collection of R packages designed to work together to make data science fast, fluent, and fun. Even if you have no programming experience, this updated edition will have you doing data science quickly. You'll learn how to import, transform, and visualize your data and communicate the results. And you'll get a complete, big-picture understanding of the data science cycle and the basic tools you need to manage the details. Updated for the latest tidyverse features and best practices, new chapters show you how to get data from spreadsheets, databases, and websites. Exercises help you practice what you've learned along the way. You'll understand how to: Visualize: Create plots for data exploration and communication of results Transform: Discover variable types and the tools to work with them Import: Get data into R and in a form convenient for analysis Program: Learn R tools for solving data problems with greater clarity and ease Communicate: Integrate prose, code, and results with Quarto Read more

Details

Unlock the power of data with R for Data Science! Whether you're a beginner looking to enter the world of data analysis or a seasoned professional seeking to enhance your skills, this comprehensive guide has got you covered. Learn how to import, tidy, transform, visualize, and model data like never before. With R, the possibilities are endless!

Gain a competitive edge in today's data-driven world with R for Data Science. As businesses strive to make data-informed decisions, the demand for skilled data analysts is soaring. This book equips you with the tools and techniques to excel in the field. Master the art of data manipulation, clean messy data, and unleash the true power of your insights with R's unrivaled capabilities.

Experience the thrill of transforming raw data into meaningful information with R for Data Science. Visualize your findings using advanced graphs and charts to captivate your audience and make compelling presentations. Uncover patterns, trends, and key insights that drive business growth and influence decision-making. Let your data tell the story!

Get ready to revolutionize your data analysis workflow with R for Data Science. Its user-friendly interface and extensive library of statistical models make complex analyses accessible to everyone. From linear regression to machine learning, R has it all. Dive into this world of possibilities and unlock your analytical potential today!

Ready to embark on a journey of data discovery? Don't wait any longer! Get your copy of R for Data Science now and revolutionize the way you analyze and interpret data. Start transforming mere numbers into valuable insights today!

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