{"product_id":"statistics-with-rust-50-statistical-techniques-put-into-action-paperback","title":"Statistics with Rust: 50+ Statistical Techniques Put into Action - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eKeiko Nakamura\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAre you an experienced statistician or data professional looking for a powerful, efficient, and versatile programming language to turbocharge your data analysis and machine learning projects? Look no further! \u003cstrong\u003e\"Statistics with Rust\" is your comprehensive resource to unlock Rust's true potential in modern statistical methods.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is tailored specifically for statisticians and data professionals who are already familiar with the fundamentals of statistics and want to leverage the speed and reliability of Rust in their projects. \u003cstrong\u003eOver 11 in-depth chapters, you will discover how Rust outperforms Python in various aspects of data analysis and machine learning and learn to implement popular statistical methods using Rust's unique features and libraries.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\"Statistics with Rust\" begins by introducing you to Rust's programming environment and essential libraries for data professionals. You'll then dive into data handling, preprocessing, and visualization techniques that form the backbone of any statistical analysis. \u003cstrong\u003eAs you progress through the book, you'll explore descriptive and inferential statistics, probability distributions, regression analysis, time series analysis, Bayesian statistics, multivariate statistical methods, and nonlinear models. Additionally, the book covers essential machine-learning techniques, model evaluation and validation, natural language processing, and advanced techniques in emerging topics.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eTo ensure you get the most out of this book, each chapter includes hands-on examples and exercises to reinforce your understanding of the concepts presented. You'll also learn to optimize your Rust code and select the best tools and libraries for each task, maximizing your productivity and efficiency.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003eKey Learnings\u003cul\u003e\n\u003cli\u003eDiscover Rust's unique advantages for statistical analysis and machine learning projects.\u003c\/li\u003e\n\u003cli\u003eLearn to efficiently handle, preprocess, and visualize data using Rust libraries.\u003c\/li\u003e\n\u003cli\u003eImplement descriptive and inferential statistics with Rust for powerful data insights.\u003c\/li\u003e\n\u003cli\u003eMaster probability distributions and random variables in Rust for robust simulations.\u003c\/li\u003e\n\u003cli\u003ePerform advanced regression analysis with Rust's capabilities.\u003c\/li\u003e\n\u003cli\u003eExplore Bayesian statistics and Markov Chain Monte Carlo methods in Rust.\u003c\/li\u003e\n\u003cli\u003eUncover multivariate techniques, including PCA and Factor Analysis, using Rust libraries.\u003c\/li\u003e\n\u003cli\u003eImplement cutting-edge machine learning algorithms and model evaluation techniques in Rust.\u003c\/li\u003e\n\u003cli\u003eDelve into text analysis, natural language processing, and network analysis with Rust.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 202\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.43 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 27, 2023\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42738463834175,"sku":"9788119177103","price":103.66,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/2d4be7d3a0486f7d8abc01b9c1ae631e.webp?v=1765153401","url":"https:\/\/dhlswag.com\/products\/statistics-with-rust-50-statistical-techniques-put-into-action-paperback","provider":"BBB","version":"1.0","type":"link"}