{"product_id":"statistical-modeling-in-machine-learning-concepts-and-applications-paperback-9780323917766","title":"Statistical Modeling in Machine Learning; Concepts and Applications (Paperback \/ softback) 9780323917766","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eStatistical Modeling in Machine Learning\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eConcepts and Applications\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003ePresents the key concepts of statistics applied to Machine Learning using a case study approach and solved real-world examples\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eTilottama Goswami (Edited by), G. R. Sinha (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780323917766, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 7 November 2022\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e396 pages\u003cbr\u003e23.5 x 19 x 2.5 cm, 0.81 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eStatistical Modeling in Machine Learning: Concepts and Applications\u003c\/i\u003e presents the basic concepts and roles of statistics, exploratory data analysis and machine learning. The various aspects of Machine Learning are discussed along with basics of statistics. Concepts are presented with simple examples and graphical representation for better understanding of techniques. This book takes a holistic approach – putting key concepts together with an in-depth treatise on multi-disciplinary applications of machine learning. New case studies and research problem statements are discussed, which will help researchers in their application areas based on the concepts of statistics and machine learning.\u003c\/p\u003e  \u003cp\u003e\u003ci\u003eStatistical Modeling in Machine Learning: Concepts and Applications\u003c\/i\u003e will help statisticians, machine learning practitioners and programmers solving various tasks such as classification, regression, clustering, forecasting, recommending and more. \u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Introduction to Statistical Modelling in Machine Learning - A Case Study\u003cbr\u003e2. A Technique of Data Collection- Web Scraping with Python\u003cbr\u003e3. Analysis of Covid-19 using Machine Learning Techniques\u003cbr\u003e4. Discriminative Dictionary Learning based on Statistical Methods\u003cbr\u003e5. Artificial Intelligence based Uncertainty Quantification technique for External flow CFD simulations\u003cbr\u003e6. Music Genres Classification\u003cbr\u003e7. Classification Model of Machine Learning for Medical Data Analysis \u003cbr\u003e8. Regression Models for Machine learning\u003cbr\u003e9. Model Selection and Regularization\u003cbr\u003e10. Data Clustering using Unsupervised Machine Learning\u003cbr\u003e11. Emotion-based classification through fuzzy entropy enhanced FCM clustering\u003cbr\u003e12. Fundamental Optimization Methods for Machine Learning\u003cbr\u003e13. Stochastic Optimization of Industrial Grinding Operation through Data-Driven Robust Optimization\u003cbr\u003e14. Dimensionality Reduction using PCAs in Feature Partitioning Framework\u003cbr\u003e15. Impact of Mid-Day Meal Scheme in Primary Schools in India using Exploratory Data Analysis and Data Visualisation\u003cbr\u003e16. Nonlinear System Identification of Environmental pollutants using Recurrent Neural Networks and Global Sensitivity Analysis\u003cbr\u003e17. Comparative Study of Automated Deep Learning Techniques for Wind Time Series Forecasting\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Machine learning [\u003ca title=\"See our other books on Machine learning\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Machine%20learning%20%5BUYQM%5D%22\"\u003eUYQM\u003c\/a\u003e], Biomedical engineering [\u003ca title=\"See our other books on Biomedical engineering\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Biomedical%20engineering%20%5BMQW%5D%22\"\u003eMQW\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Academic Press","offers":[{"title":"Default Title","offer_id":46651154825496,"sku":"9780323917766","price":133.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780323917766_c62483d0-9b5c-44b0-b235-7c41d341bb6d.jpg?v=1694993481","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/statistical-modeling-in-machine-learning-concepts-and-applications-paperback-9780323917766","provider":"Freshly Printed Books","version":"1.0","type":"link"}