{"product_id":"data-science-fundamentals-for-python-and-mongodb-9781484235966","title":"Data Science Fundamentals for Python and Mongodb","description":"\u003cp\u003e • Author(s): David Paper\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eBuild the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate. The book is a necessary precursor to applying and implementing machine learning algorithms. \u003cbr\u003eThe book is self-contained. All of the math, statistics, stochastic, and programming skills required to master the content are covered. In-depth knowledge of object-oriented programming isn't required because complete examples are provided and explained.\u003cbr\u003e\u003ci\u003eData Science Fundamentals with Python and MongoDB\u003c\/i\u003e is an excellent starting point for those interested in pursuing a career in data science. Like any science, the fundamentals of data science are a prerequisite to competency. Without proficiency in mathematics, statistics, data manipulation, and coding, the path to success is \"rocky\" at best. The coding examples in this book are concise, accurate, and complete, and perfectly complement the data science concepts introduced. \u003cbr\u003eWhat You'll Learn: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ePrepare for a career in data science\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with complex data structures in Python\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eSimulate with Monte Carlo and Stochastic algorithms\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eApply linear algebra using vectors and matrices\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUtilize complex algorithms such as gradient descent and principal component analysis\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWrangle, cleanse, visualize, and problem solve with data\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse MongoDB and JSON to work with data\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45127401668759,"sku":"9781484235966","price":2441.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484235966.webp?v=1767101205","url":"https:\/\/atlanticbooks.com\/products\/data-science-fundamentals-for-python-and-mongodb-9781484235966","provider":"Atlantic Books","version":"1.0","type":"link"}