{"product_id":"data-science-from-scratch-scott-harvey-9781718726697","title":"Data Science from Scratch: Comprehensive guide with essential principles of Data Science (Beginner's guide)","description":"Read for FREE with Kindle Unlimited  Data Science from Scratch: Comprehensive guide with essential principles of Data Science (Beginner's guide) Do you want to learn data Science from scratch? Data is a commodity, but without ways to process it, its value is questionable. Data science is a multidisciplinary field whose goal is to extract value from data in all it's forms. This ebook explores the field of data science through data and its structure as well as the high-level process that you can use to transform data into value. Data science is a process. That's not to say it's mechanical and void of creativity. But, when you dig into the stages of processing data, from munging data sources and data cleansing to machine learning and eventually visualisation, you see that unique steps are involved in transforming raw data into insight. The steps that you use can also vary. In exploratory data analysis, you might have a cleansed data set that's ready to import into R, and you visualise your result but don't deploy the model in a production environment. In another environment, you might be dealing with real-world data and require a process of data merging and cleansing in addition to data scaling and preparation before you can train your machine learning model. Here Is A Preview Of What You'll Learn... \u003cul\u003e\n\u003cli\u003eWhat is data science ?\u003c\/li\u003e\n\u003cli\u003eWhat is structured data?\u003c\/li\u003e \u003cli\u003eThe data science process\u003c\/li\u003e\n\u003cli\u003e Basic course on Python\u003c\/li\u003e \u003cli\u003eHow to run Python on your computer? \u003c\/li\u003e \u003cli\u003eExplore the machine learning landscape, particularly neural nets\u003c\/li\u003e \u003cli\u003eExplore recommender systems, natural language processing, network analysis\u003c\/li\u003e \u003cli\u003eMuch, much more \u003c\/li\u003e\n\u003c\/ul\u003e ACT NOW  Click the orange BUY button at the top of this page  Then you can begin reading \u003cb\u003e Data Science from Scratch: Comprehensive guide with essential principles of Data Science (Beginner's guide) \u003c\/b\u003e on your Kindle device, computer, tablet or smartphone.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Scott Harvey\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1718726694\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781718726697\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Createspace Independent Publishing Platform\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/09\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 110\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.35lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.02h x 5.98w x 0.23d","brand":"Scott Harvey","offers":[{"title":"Paperback","offer_id":46602751443199,"sku":"9781718726697","price":14.59,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2889c104-a9fe-4e6e-8acd-4c59d7c35473.jpg?v=1739695174","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-science-from-scratch-scott-harvey-9781718726697","provider":"WR Book House","version":"1.0","type":"link"}