{"product_id":"data-science-from-scratch-first-principles-with-python-paperback","title":"Data Science from Scratch: First Principles with Python - Paperback","description":"\u003cp\u003eby \u003cb\u003eJoel Grus\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTo really learn data science, you should not only master the tools--data science libraries, frameworks, modules, and toolkits--but also understand the ideas and principles underlying them. Updated for Python 3.6, this second edition of Data Science from Scratch shows you how these tools and algorithms work by implementing them from scratch. \u003c\/p\u003e\u003cp\u003e If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with the hacking skills you need to get started as a data scientist. Packed with new material on deep learning, statistics, and natural language processing, this updated book shows you how to find the gems in today's messy glut of data. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGet a crash course in Python \u003c\/li\u003e\n\u003cli\u003eLearn the basics of linear algebra, statistics, and probability--and how and when they're used in data science \u003c\/li\u003e\n\u003cli\u003eCollect, explore, clean, munge, and manipulate data \u003c\/li\u003e\n\u003cli\u003eDive into the fundamentals of machine learning \u003c\/li\u003e\n\u003cli\u003eImplement models such as k-nearest neighbors, Naïve Bayes, linear and logistic regression, decision trees, neural networks, and clustering \u003c\/li\u003e\n\u003cli\u003eExplore recommender systems, natural language processing, network analysis, MapReduce, and databases \u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eJoel Grus is a research engineer at the Allen Institute for Artificial Intelligence. Previously he worked as a software engineer at Google and a data scientist at several startups. He lives in Seattle, where he regularly attends data science happy hours. He blogs infrequently at joelgrus.com and tweets all day long at @joelgrus.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 403\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.9 x 9.1 x 6.9 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e June 11, 2019\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42693354979391,"sku":"9781492041139","price":65.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/f8bad63123d6808db8320b4f176e370a.webp?v=1764998659","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/data-science-from-scratch-first-principles-with-python-paperback","provider":"BBB","version":"1.0","type":"link"}