{"product_id":"9780135159088","title":"Data Science Foundations Tools and Techniques","description":"\u003cp\u003e\u003cb\u003eThe Foundational Hands-On Skills You Need to Dive into Data Science\u003c\/b\u003e\u003c\/p\u003e  \u003cp\u003e \u003c\/p\u003e  \u003cblockquote\u003e   \u003cp\u003e\u003ci\u003e“Freeman and Ross have created the definitive resource for new and aspiring data scientists to learn foundational programming skills.” \u003c\/i\u003e\u003c\/p\u003e   \u003cp\u003e–From the foreword by Jared Lander, series editor\u003c\/p\u003e  \u003c\/blockquote\u003e  \u003cp\u003eUsing data science techniques, you can transform raw data into actionable insights for domains ranging from urban planning to precision medicine. \u003ci\u003e\u003cb\u003eProgramming Skills for Data Science\u003c\/b\u003e\u003c\/i\u003e brings together all the foundational skills you need to get started, even if you have no programming or data science experience.\u003c\/p\u003e  \u003cp\u003e \u003c\/p\u003e  \u003cp\u003eLeading instructors Michael Freeman and Joel Ross guide you through installing and configuring the tools you need to solve professional-level data science problems, including the widely used R language and Git version-control system. They explain how to wrangle your data into a form where it can be easily used, analyzed, and visualized so others can see the patterns you’ve uncovered. Step by step, you’ll master powerful R programming techniques and troubleshooting skills for probing data in new ways, and at larger scales.\u003c\/p\u003e  \u003cp\u003e \u003c\/p\u003e  \u003cp\u003eFreeman and Ross teach through practical examples and exercises that can be combined into complete data science projects. Everything’s focused on real-world application, so you can quickly start analyzing your own data and getting answers you can act upon. Learn to\u003c\/p\u003e  \u003cul\u003e   \u003cli\u003eInstall your complete data science environment, including R and RStudio\u003c\/li\u003e   \u003cli\u003eManage projects efficiently, from version tracking to documentation\u003c\/li\u003e   \u003cli\u003eHost, manage, and collaborate on data science projects with GitHub\u003c\/li\u003e   \u003cli\u003eMaster R language fundamentals: syntax, programming concepts, and data structures\u003c\/li\u003e   \u003cli\u003eLoad, format, explore, and restructure data for successful analysis\u003c\/li\u003e   \u003cli\u003eInteract with databases and web APIs\u003c\/li\u003e   \u003cli\u003eMaster key principles for visualizing data accurately and intuitively\u003c\/li\u003e   \u003cli\u003eProduce engaging, interactive visualizations with ggplot and other R packages\u003c\/li\u003e   \u003cli\u003eTransform analyses into sharable documents and sites with R Markdown\u003c\/li\u003e   \u003cli\u003eCreate interactive web data science applications with Shiny\u003c\/li\u003e   \u003cli\u003eCollaborate smoothly as part of a data science team\u003c\/li\u003e  \u003c\/ul\u003e  \u003cp\u003e\u003ci\u003eRegister your book for convenient access to downloads, updates, and\/or corrections as they become available. See inside book for details.\u003c\/i\u003e\u003c\/p\u003e","brand":"Pearson Education","offers":[{"title":"Default Title","offer_id":46527961465073,"sku":"9780135159088","price":47.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9780135159088_p0.jpg?v=1765843027","url":"https:\/\/shop.barnesandnoble.com\/products\/9780135159088","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}