{"product_id":"an-introduction-to-materials-informatics-9789819979912","title":"An Introduction to Materials Informatics","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eIntroduction.- Linear Regression.- Linear Classification.- Support Vector Machine.- Decision Tree and \u003ci\u003eK\u003c\/i\u003e-Nearest-Neighbors (KNN).- Ensemble Learning.- Bayesian Theorem and Expectation-Maximization (EM) Algorithm.- Symbolic Regression.- Neural Networks.- Hidden Markov Chains.- Data Preprocessing and Feature Selection.- Interpretative SHAP Value and Partial Dependence Plot.\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":51021460734295,"sku":"9789819979912","price":999.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9789819979912.jpg?v=1750786006","url":"https:\/\/bookcurl.com\/products\/an-introduction-to-materials-informatics-9789819979912","provider":"Book Curl","version":"1.0","type":"link"}