{ "item_title" : "Introduction to Data Science with R", "item_author" : [" Booker Blunt "], "item_description" : "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 projectsImporting and cleaning data with dplyr, tidyr, and other R packagesVisualizing data using ggplot2 and other plotting toolsApplying statistical methods to analyze data trendsBuilding linear regression and classification modelsIntroduction to machine learning in R with caret and randomForestEvaluating model performance using cross-validation and confusion matricesHandling missing data and outliers effectivelyMaking predictions and interpreting model resultsExporting results and creating reports with RMarkdownBy 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.", "item_img_path" : "https://covers2.booksamillion.com/covers/bam/9/79/828/431/9798284319581_b.jpg", "price_data" : { "retail_price" : "19.99", "online_price" : "19.99", "our_price" : "19.99", "club_price" : "19.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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