{"product_id":"practical-discrete-mathematics-discover-math-principles-that-fuel-algorithms-for-computer-science-and-machine-learning-with-python-paperback","title":"Practical Discrete Mathematics: Discover math principles that fuel algorithms for computer science and machine learning with Python - Paperback","description":"\u003cp\u003eby \u003cb\u003eRyan T. White\u003c\/b\u003e (Author), \u003cb\u003eArchana Tikayat Ray\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eA practical guide simplifying discrete math for curious minds and demonstrating its application in solving problems related to software development, computer algorithms, and data science\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eApply the math of countable objects to practical problems in computer science\u003c\/li\u003e\n\u003cli\u003eExplore modern Python libraries such as scikit-learn, NumPy, and SciPy for performing mathematics\u003c\/li\u003e\n\u003cli\u003eLearn complex statistical and mathematical concepts with the help of hands-on examples and expert guidance\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eDiscrete mathematics deals with studying countable, distinct elements, and its principles are widely used in building algorithms for computer science and data science. The knowledge of discrete math concepts will help you understand the algorithms, binary, and general mathematics that sit at the core of data-driven tasks.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003ePractical Discrete Mathematics is a comprehensive introduction for those who are new to the mathematics of countable objects. This book will help you get up to speed with using discrete math principles to take your computer science skills to a more advanced level.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eAs you learn the language of discrete mathematics, you'll also cover methods crucial to studying and describing computer science and machine learning objects and algorithms. The chapters that follow will guide you through how memory and CPUs work. In addition to this, you'll understand how to analyze data for useful patterns, before finally exploring how to apply math concepts in network routing, web searching, and data science.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have a deeper understanding of discrete math and its applications in computer science, and be ready to work on real-world algorithm development and machine learning.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the terminology and methods in discrete math and their usage in algorithms and data problems\u003c\/li\u003e\n\u003cli\u003eUse Boolean algebra in formal logic and elementary control structures\u003c\/li\u003e\n\u003cli\u003eImplement combinatorics to measure computational complexity and manage memory allocation\u003c\/li\u003e\n\u003cli\u003eUse random variables, calculate descriptive statistics, and find average-case computational complexity\u003c\/li\u003e\n\u003cli\u003eSolve graph problems involved in routing, pathfinding, and graph searches, such as depth-first search\u003c\/li\u003e\n\u003cli\u003ePerform ML tasks such as data visualization, regression, and dimensionality reduction\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for computer scientists looking to expand their knowledge of discrete math, the core topic of their field. University students looking to get hands-on with computer science, mathematics, statistics, engineering, or related disciplines will also find this book useful. Basic Python programming skills and knowledge of elementary real-number algebra are required to get started with this book.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 330\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.69 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e February 22, 2021\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42728482635839,"sku":"9781838983147","price":95.02,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/833a7c1c236631ac39ed0f1ba5e41370.webp?v=1765118676","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/practical-discrete-mathematics-discover-math-principles-that-fuel-algorithms-for-computer-science-and-machine-learning-with-python-paperback","provider":"BBB","version":"1.0","type":"link"}