{"product_id":"9781484241127","title":"Python for Data Mining Quick Syntax Reference","description":"\u003ch1\u003ePython for Data Mining Quick Syntax Reference\u003c\/h1\u003e \u003ch2\u003ePorcu, Valentina\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e​Learn how to use Python and its structures, how to install Python, and which tools are best suited for data analyst work. This book provides you with a handy reference and tutorial on topics ranging from basic Python concepts through to data mining, manipulating and importing datasets, and data analysis.\u003cdiv\u003e\u003ci\u003e\u003cbr\u003e\u003c\/i\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003ci\u003ePython for Data Mining Quick Syntax Reference \u003c\/i\u003ecovers each concept concisely, with many illustrative examples. You'll be introduced to several data mining packages, with examples of how to use each of them. \u003cbr\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003eThe first part covers core Python including objects, lists, functions, modules, and error handling. The second part covers Python's most important data mining packages: NumPy and SciPy for mathematical functions and random data generation, pandas for dataframe management and data import, Matplotlib for drawing charts, and scikitlearn for machine learning.  \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003cul\u003e\n\u003cli\u003eInstall Python and choose a development environment\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUnderstand the basic concepts of object-oriented programming\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImport, open, and edit files\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eReview the differences between Python 2.x and 3.x\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eProgrammers new to Python's data mining packages or with experience in other languages, who want a quick guide to Pythonic tools and techniques.\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-12-20\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484241127\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-4113-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 260\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47708641230988,"sku":"9781484241127","price":29.69,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484241127.jpg?v=1776781586","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484241127","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}