{"product_id":"essential-math-for-data-science-take-control-of-your-data-with-fundamental-linear-algebra-probability-and-statistics-paperback","title":"Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eThomas Nield\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eMaster the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you'll also gain practical insights into the state of data science and how to use those insights to maximize your career. \u003c\/p\u003e\u003cp\u003e Learn how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eUse Python code and libraries like SymPy, NumPy, and scikit-learn to explore essential mathematical concepts like calculus, linear algebra, statistics, and machine learning \u003c\/li\u003e\n\u003cli\u003eUnderstand techniques like linear regression, logistic regression, and neural networks in plain English, with minimal mathematical notation and jargon \u003c\/li\u003e\n\u003cli\u003ePerform descriptive statistics and hypothesis testing on a dataset to interpret p-values and statistical significance \u003c\/li\u003e\n\u003cli\u003eManipulate vectors and matrices and perform matrix decomposition \u003c\/li\u003e\n\u003cli\u003eIntegrate and build upon incremental knowledge of calculus, probability, statistics, and linear algebra, and apply it to regression models including neural networks \u003c\/li\u003e\n\u003cli\u003eNavigate practically through a data science career and avoid common pitfalls, assumptions, and biases while tuning your skill set to stand out in the job market \u003c\/li\u003e\n\u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 347\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.73 x 9.19 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e July 05, 2022\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52493837730099,"sku":"9781098102937","price":72.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/WitIdHRxZDROczBSa0NzRGU2T3lRQT09.webp?v=1759964374","url":"https:\/\/www.vysn.com\/en-ca\/products\/essential-math-for-data-science-take-control-of-your-data-with-fundamental-linear-algebra-probability-and-statistics-paperback","provider":"VYSN","version":"1.0","type":"link"}