{"product_id":"machine-learning-and-pattern-recognition-methods-in-chemistry-from-multivariate-and-data-driven-modeling-9780323904087","title":"Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling","description":"\u003cp\u003e • Author(s): Jahan B. Ghasemi\u003cbr\u003e • Publisher: Elsevier\u003cbr\u003e • Publisher Imprint: Elsevier\u003cbr\u003e • BISAC: Chemistry - Physical \u0026amp; Theoretical\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eMachine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling\u003c\/i\u003e outlines key knowledge in this area, combining critical introductory approaches with the latest advanced techniques. Beginning with an introduction of univariate and multivariate statistical analysis, the book then explores multivariate calibration and validation methods. Soft modeling in chemical data analysis, hyperspectral data analysis, and autoencoder applications in analytical chemistry are then discussed, providing useful examples of the techniques in chemistry applications. \u003c\/p\u003e \u003cp\u003eDrawing on the knowledge of a global team of researchers, this book will be a helpful guide for chemists interested in developing their skills in multivariate data and error analysis.\u003c\/p\u003e","brand":"Elsevier","offers":[{"title":"Paperback","offer_id":45310293573783,"sku":"9780323904087","price":11256.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780323904087.webp?v=1769287539","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-and-pattern-recognition-methods-in-chemistry-from-multivariate-and-data-driven-modeling-9780323904087","provider":"Atlantic Books","version":"1.0","type":"link"}