{"product_id":"applied-calculus-for-data-science-9798315178798","title":"Applied Calculus for Data Science","description":"\u003cp\u003e • Author(s): Hayden Van Der Post\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Differential Equations - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eIn the data-driven world of 2025, knowing how to code isn't enough. To truly understand and build powerful models, you need to master the math that powers them-starting with calculus.\u003cp\u003e\u003cb\u003eApplied Calculus for Data Science\u003c\/b\u003e is your practical guide to understanding the real-world application of calculus in modern data workflows. Whether you're training machine learning models, optimizing loss functions, or interpreting trends in big data, this book breaks down the core calculus concepts that every data scientist needs-without the fluff.\u003c\/p\u003e\u003cp\u003eInside, you'll explore: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eDerivatives \u0026amp; Gradients\u003c\/b\u003e - the backbone of optimization algorithms\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eIntegrals \u0026amp; Area Under the Curve\u003c\/b\u003e - from probability to AUC-ROC curves\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eMultivariable Calculus\u003c\/b\u003e - powering neural networks, backpropagation, and more\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eHands-on examples with Python\u003c\/b\u003e - bringing theory to life with code\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eUse cases in machine learning, statistics, and deep learning\u003c\/b\u003e\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eDesigned for accessibility without sacrificing depth, this book is ideal for students, self-taught developers, analysts, and anyone preparing for a career in AI, data science, or fintech.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eUnderstand the math. Build smarter models. Take control of your algorithms.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45556982907031,"sku":"9798315178798","price":3543.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798315178798.webp?v=1768592724","url":"https:\/\/atlanticbooks.com\/products\/applied-calculus-for-data-science-9798315178798","provider":"Atlantic Books","version":"1.0","type":"link"}