{"product_id":"data-science-fundamentals-for-python-and-mongodb-9781484235966","title":"Data Science Fundamentals for Python and MongoDB","description":"Build 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\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\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\u003cb\u003eWho This Book Is For\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThe novice yearning to break into the data science world, and the enthusiast looking to enrich, deepen, and develop data science skills through mastering the underlying fundamentalsthat are sometimes skipped over in the rush to be productive. Some knowledge of object-oriented programming will make learning easier.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e David Paper\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/11\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 214\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.72lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.48d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484235966\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003eDr. David Paper\u003c\/b\u003e is a full professor at Utah State University in the Management Information Systems department. He wrote the book \u003ci\u003eWeb Programming for Business: PHP Object-Oriented Programming with Oracle\u003c\/i\u003e and he has over 70 publications in refereed journals such as \u003ci\u003eOrganizational Research Methods, Communications of the ACM, Information \u0026amp; Management, Information Resource Management Journal, Communications of the AIS, Journal of Information Technology Case and Application Research\u003c\/i\u003e, and \u003ci\u003eLong Range Planning\u003c\/i\u003e. He has also served on several editorial boards in various capacities, including associate editor. Besides growing up in family businesses, Dr. Paper has worked for Texas Instruments, DLS, Inc., and the Phoenix Small Business Administration. He has performed IS consulting work for IBM, AT\u0026amp;T, Octel, Utah Department of Transportation, and the Space Dynamics Laboratory. Dr. Paper's teaching and research interests include data science, process reengineering, object-oriented programming, electronic customer relationship management, change management, e-commerce, and enterprise integration.\u003cbr\u003e\u003c\/p\u003e","brand":"Apress","offers":[{"title":"Paperback","offer_id":45322301735027,"sku":"9781484235966","price":39.6,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_5243815d-6b3f-4701-b6d0-4123bb2a4d7b.jpg?v=1786019245","url":"https:\/\/bookstorenmore.com\/products\/data-science-fundamentals-for-python-and-mongodb-9781484235966","provider":"Bookstore N More","version":"1.0","type":"link"}