{"product_id":"master-dynamic-models-from-data-with-regularized-s","title":"Master Dynamic Models From Data With Regularized System Identification Techniques: A Practical Kernel Based Guide For Engineers And Data Scientists Today","description":"\u003cdiv\u003eDynamic System Models from Data with Regularized Kernel\u003cbr\u003e\n✔️ Open access kernel-based system identification guide, 404 pages \u003cp\u003eThis open-access book explains kernel-based regularized identification and how it helps learn dynamic models from data while keeping system-theoretic principles intact. It targets engineers, data scientists, and researchers in control, machine learning and statistics.\u003c\/p\u003e \u003cp\u003e✅ Author: Chen, Tianshi\u003cbr\u003e✅ Edition: 1st ed. 2022\u003cbr\u003e✅ Pages: 404\u003cbr\u003e✅ Language: English\u003cbr\u003e✅ Open access\u003cbr\u003e✅ Release date: 14-05-2022\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e💡 What is kernel-based regularized system identification and why is it a handy choice for building dynamic models?\u003c\/p\u003e\n\u003cp\u003eIt blends data-driven learning with system theory to estimate dynamic models safely and efficiently.\u003c\/p\u003e\n- kernel-based identification\u003cbr\u003e- regularization theory\u003cbr\u003e- dynamic modeling from data\u003cbr\u003e- control systems and data science applications\u003cbr\u003e✝️\u003c\/div\u003e","brand":"Amazon","offers":[{"title":"Default Title","offer_id":49080509399275,"sku":"VXB-3030958620","price":102.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/3268\/0683\/files\/61lJ8QWPXtL.jpg?v=1784619787","url":"https:\/\/vxb.com\/products\/master-dynamic-models-from-data-with-regularized-s","provider":"VXB Bearings","version":"1.0","type":"link"}