{"product_id":"chemml-in-action-practical-machine-learning-for-chemical-sciences-9798197958020","title":"ChemML in Action: Practical Machine Learning for Chemical Sciences","description":"\u003cp\u003e • Author(s): Danny Munrow | Livia Arden\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Chemistry - General\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eChemML in Action: Practical Machine Learning for Chemical Sciences\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eUnlock the power of machine learning to transform how you approach research in chemistry and materials science.\u003c\/p\u003e\u003cp\u003eThis hands-on guide bridges the gap between theoretical machine learning concepts and real-world chemical applications. Whether you're a chemist exploring data-driven methods for the first time or an experienced researcher looking to integrate ML workflows into your laboratory or computational pipeline, this book provides clear, practical instruction tailored specifically to the needs of the chemical sciences.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat you'll find inside: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eStep-by-step tutorials on applying machine learning techniques to common challenges in molecular property prediction, reaction modeling, materials discovery, and spectral analysis\u003c\/li\u003e\n\u003cli\u003eGuidance on preparing and featurizing chemical data for ML models\u003c\/li\u003e\n\u003cli\u003ePractical examples using Python libraries and tools designed for cheminformatics\u003c\/li\u003e\n\u003cli\u003eStrategies for building reproducible, interpretable models that address real scientific questions\u003c\/li\u003e\n\u003cli\u003eBest practices for avoiding common pitfalls when moving from traditional computational chemistry to data-driven approaches\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWritten in an accessible style with minimal jargon, \u003ci\u003eChemML in Action\u003c\/i\u003e emphasizes working code, visual explanations, and immediately applicable techniques. No prior deep expertise in machine learning or programming is assumed, only a foundational knowledge of chemistry.\u003c\/p\u003e\u003cp\u003eIdeal for graduate students, academic researchers, and industry scientists seeking to accelerate discovery through modern computational methods.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStart applying practical machine learning to your chemical research today.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47891266076823,"sku":"9798197958020","price":3224.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798197958020.webp?v=1781182933","url":"https:\/\/atlanticbooks.com\/products\/chemml-in-action-practical-machine-learning-for-chemical-sciences-9798197958020","provider":"Atlantic Books","version":"1.0","type":"link"}