Probability And Statistics For Computer Scientists(1st Edition)
Authors:
Michael Baron
In Stock: 1 Left
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Expected shipping within 2 - 3 DaysPopular items with books
Total Price:
$66.5
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 1420011421, 9781420011425
Book publisher: CRC Press
Book Price $66.5 : The book 'Probability and Statistics for Computer Scientists' by Michael Baron is a comprehensive resource tailored for those in the field of computer science, emphasizing the criticality of probabilistic models and statistical analysis. It provides a structured approach to mastering key statistical concepts, such as probability distributions, hypothesis testing, and regression analysis, crucial for data-driven decision-making in computing. The text is loaded with real-world examples, programming techniques, and practical problem-solving strategies relevant to computer scientists. The book's systematic layout, complete with a detailed table of content, guides readers through complex statistical methodologies, ideal for both academic settings and practical applications in algorithm design, machine learning, and data mining. Students and professionals alike find the solution manual and answer key especially beneficial for self-guided learning, enabling them to verify their understanding and mastery of topics. With problem sets graded by difficulty and collaborative exercises, Baron's text caters to a variety of learning styles and professional needs. This foundational guide received positive reception for its clarity, depth, and applicability. Overall, Baron's pioneering integration of statistical methods and computer science highlights the interconnectedness of these fields, emphasizing how foundational mathematical models enhance algorithmic processes. While there are no 'main characters' in the traditional sense, the book's engaging examples act as case studies that simulate real-world scenarios encountered by computer scientists. Probabilistic models, statistical inference, real-time data processing, and Bayesian networks are discussed, aligning the text with modern computational challenges. In a market saturated with costly textbooks, this book’s cheap price stands out without sacrificing quality.
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September 22, 2023