{"product_id":"9789811110689","title":"Numsense! Data Science for the Layman: No Math Added","description":"\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUsed in Stanford's CS102 Big Data (Spring 2017) course.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWant to get started on data science? \u003c\/p\u003e\u003cp\u003eOur promise: no math added.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book has been written in layman's terms as a gentle introduction to data science and its algorithms. Each algorithm has its own dedicated chapter that explains how it works, and shows an example of a real-world application. To help you grasp key concepts, we stick to intuitive explanations, as well as lots of visuals, all of which are colorblind-friendly.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003ePopular concepts covered include:\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eA\/B Testing\u003c\/li\u003e \u003cli\u003eAnomaly Detection\u003c\/li\u003e \u003cli\u003eAssociation Rules\u003c\/li\u003e \u003cli\u003eClustering \u003c\/li\u003e \u003cli\u003eDecision Trees and Random Forests\u003c\/li\u003e \u003cli\u003eRegression Analysis\u003c\/li\u003e \u003cli\u003eSocial Network Analysis\u003c\/li\u003e \u003cli\u003eNeural Networks\u003c\/li\u003e\n\u003cbr\u003e\n\u003c\/ul\u003e\u003cp\u003eFeatures:\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eIntuitive explanations and visuals\u003c\/li\u003e \u003cli\u003eReal-world applications to illustrate each algorithm\u003c\/li\u003e \u003cli\u003ePoint summaries at the end of each chapter\u003c\/li\u003e \u003cli\u003eReference sheets comparing the pros and cons of algorithms\u003c\/li\u003e \u003cli\u003eGlossary list of commonly-used terms\u003c\/li\u003e\n\u003cbr\u003e\n\u003c\/ul\u003e\u003cp\u003eWith this book, we hope to give you a practical understanding of data science, so that you, too, can leverage its strengths in making better decisions.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Annalyn Ng \u0026 Kenneth Soo","offers":[{"title":"Default Title","offer_id":47042731802864,"sku":"9789811110689","price":28.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9789811110689_p0.jpg?v=1763690047","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9789811110689","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}