{"product_id":"matlab-fundamentals-for-probability-statistics-and-data-analytics-9798281941747","title":"MATLAB Fundamentals for Probability, Statistics, and Data Analytics","description":"\u003cp\u003e • Author(s): Maxwell Vector\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTransform Numbers into Knowledge \u003c\/b\u003e- \u003cb\u003eOne MATLAB Command at a Time\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eUnlock the full analytical power of MATLAB and elevate your understanding of probability, statistics, and data analytics from classroom theory to professional-grade practice. Crafted for learners who demand mathematical depth and hands-on code proficiency, this definitive reference condenses an entire semester's worth of lectures into 98 ultra-focused chapters. Whether you're decoding random variables, stress-testing hypotheses, or engineering Monte Carlo simulations, each topic is delivered with crystal-clear explanations and ready-to-run scripts.\u003c\/p\u003e\u003cb\u003eWhat Makes This Textbook Stand Out?\u003c\/b\u003e\u003cp\u003e- \u003cb\u003eEnd-to-End Roadmap\u003c\/b\u003e - Progress seamlessly from foundational matrix algebra through advanced statistical inference, ensuring no conceptual gaps.\u003cbr\u003e- \u003cb\u003eCode-Driven Learning\u003c\/b\u003e - Every formula is paired with MATLAB examples, empowering you to verify theory with live computations.\u003cbr\u003e- \u003cb\u003eHigh-Impact Topics Covered\u003c\/b\u003e - Random Number Generation \u0026amp; Simulation - Bayesian Updating \u0026amp; Conditional Probability - Hypothesis Testing, Confidence Intervals, p-Values - Maximum Likelihood \u0026amp; Moment-Based Estimation - Central Limit Theorem \u0026amp; Law of Large Numbers - Regression Analysis, ANOVA, Logistic Models - Principal Component Analysis \u0026amp; Clustering Algorithms\u003cbr\u003e- \u003cb\u003eReproducible Workflows\u003c\/b\u003e - Set seeds, vectorize calculations, and benchmark numerical precision without trial-and-error.\u003cbr\u003e- \u003cb\u003eInstant Application\u003c\/b\u003e - Ideal for data science projects, engineering research, quantitative finance, and academic coursework.\u003c\/p\u003e\u003cp\u003e\"Finally, a MATLAB-centric statistics text that speaks fluent mathematics and executable code in the same breath.\"\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45555244236951,"sku":"9798281941747","price":3407.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798281941747.webp?v=1768589597","url":"https:\/\/atlanticbooks.com\/products\/matlab-fundamentals-for-probability-statistics-and-data-analytics-9798281941747","provider":"Atlantic Books","version":"1.0","type":"link"}