{"product_id":"learning-data-science-data-wrangling-exploration-visualization-and-modeling-with-python-paperback","title":"Learning Data Science: Data Wrangling, Exploration, Visualization, and Modeling with Python - Paperback","description":"\u003cp\u003eby \u003cb\u003eSam Lau\u003c\/b\u003e (Author), \u003cb\u003eJoseph Gonzalez\u003c\/b\u003e (Author), \u003cb\u003eDeborah Nolan\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAs an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. \u003c\/p\u003e\u003cp\u003e Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle. It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the \"technical\/nontechnical\" divide. If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eRefine a question of interest to one that can be studied with data \u003c\/li\u003e\n\u003cli\u003ePursue data collection that may involve text processing, web scraping, etc. \u003c\/li\u003e\n\u003cli\u003eGlean valuable insights about data through data cleaning, exploration, and visualization \u003c\/li\u003e\n\u003cli\u003eLearn how to use modeling to describe the data \u003c\/li\u003e\n\u003cli\u003eGeneralize findings beyond the data \u003c\/li\u003e\n\u003c\/ul\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 594\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.2 x 9.2 x 7.4 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e October 24, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42691467477055,"sku":"9781098113001","price":107.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/28f6d536b41cc867378f6ab64e4fd405.webp?v=1764992207","url":"https:\/\/dhlswag.com\/products\/learning-data-science-data-wrangling-exploration-visualization-and-modeling-with-python-paperback","provider":"BBB","version":"1.0","type":"link"}