{"product_id":"data-science-from-scratch-first-principles-with-python-2nd-edition-by-joel-grus-author","title":"Data Science from Scratch: First Principles with Python 2nd Edition by Joel Grus (Author)","description":"\u003ch2\u003eProduct details\u003c\/h2\u003e\n\u003cdiv id=\"detailBullets_feature_div\"\u003e\n\u003cul\u003e\n\u003cli\u003ePublisher ‏ : ‎ O'Reilly Media\u003c\/li\u003e\n\u003cli\u003ePublication date ‏ : ‎ June 11, 2019\u003c\/li\u003e\n\u003cli\u003eEdition ‏ : ‎ 2nd\u003c\/li\u003e\n\u003cli\u003eLanguage ‏ : ‎ English\u003c\/li\u003e\n\u003cli\u003ePrint length ‏ : ‎ 403 pages\u003c\/li\u003e\n\u003cli\u003eISBN-10 ‏ : ‎ 1492041130\u003c\/li\u003e\n\u003cli\u003eISBN-13 ‏ : ‎ 978-1492041139\u003c\/li\u003e\n\u003cli\u003eItem Weight ‏ : ‎ 1.57 pounds\u003c\/li\u003e\n\u003cli\u003eDimensions ‏ : ‎ 6.9 x 0.9 x 9.1 inches\u003c\/li\u003e\n\u003c\/ul\u003e\n\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\n\u003cp\u003eIf 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\n\u003cul\u003e\n\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\u003cli\u003e\n\u003cp\u003eData Science From Scratch book\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003eData Science 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