{"product_id":"139732","title":"Machine Learning with JMP ","description":"\u003ccenter\u003e\u003cdiv style=\"text-align:center\"\u003e\u003cimg src=\"https:\/\/tmgdisk01.cafe24.com\/images\/vs\/4172\/sv\/3jXPBu8A0033g9G580lCzKHIsvSexR.png?v=1765076280\" style=\"max-width:100%;max-height:10px\"\u003e\u003c\/div\u003e\u003c\/center\u003e\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\u003ccenter\u003e\n\n\u003cdiv style=\"width:95%\"\u003e\n\n\u003cdiv style=\"text-align:center;font-size:30px;font-weight:bolder;line-height:1.6em\"\u003e Machine Learning with JMP \u003c\/div\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cdiv style=\"border-bottom:1px;border-bottom-style:dotted;border-color:;padding-bottom:20px\"\u003e\u003ccenter\u003e\u003ctable align=\"center\" width=\"100%\"\u003e\u003ctbody style=\"border:0px\"\u003e\n\n\u003ctr\u003e\u003ctd align=\"center\" style=\"line-height:1.2em;text-align:center;font-size:18px;color:black;font-weight:bold;padding-bottom:20px;\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\n\n\u003ctr\u003e\u003ctd style=\"text-align:center\"\u003e\u003cimg src=\"https:\/\/image.yes24.com\/goods\/160463309\/XL\" style=\"max-width:100%;height:auto\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\n\n\n\u003c\/tbody\u003e\u003c\/table\u003e\u003c\/center\u003e\u003c\/div\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cdiv style=\"width:95%;{split_style6}padding-top:20px;padding-bottom:20px\"\u003e\n\n\u003cdiv style=\"text-align:left;font-size:16px;font-weight:bold;padding-bottom:20px\"\u003e Description \u003c\/div\u003e\n\n\u003cdiv style=\"text-align:left;word-break:break-all;font-size:14px;line-height:1.6em;\"\u003e\n\n\u003cdiv\u003e\u003ch5\u003e \u003cb\u003eBook Introduction\u003c\/b\u003e\n\u003c\/h5\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cdiv\u003e\u003cdiv\u003e JMP is a data analysis software that features connectivity between data and analysis results, excellent visibility, compatibility with Python\/R, etc., and powerful DOE (Design of Experiments) and machine learning capabilities. \u003cbr\u003eThis book focuses on the machine learning capabilities of JMP, covering not only supervised learning such as regression analysis, decision trees, bootstrap forests, and artificial neural networks, but also unsupervised learning such as dimensionality reduction and clustering analysis, including principal component analysis, factor analysis, and multivariate embedding.\u003cbr\u003e Additionally, we introduce specialized techniques such as partial least squares (PLS) and structural equation modeling (SEM), as well as how to use JMP.\u003cbr\u003e\n\n\u003c\/div\u003e\u003c\/div\u003e\u003c\/div\u003e\n\u003cbr\u003e\u003cdiv\u003e\u003ch5\u003e \u003cb\u003eindex\u003c\/b\u003e\n\u003c\/h5\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cdiv\u003e Chapter 1.\u003cbr\u003e Business Data Analytics and JMP\u003cbr\u003e 1.1 Business Data Analysis\u003cbr\u003e 1.2 The intersection of machine learning and statistical approaches and the use of JMP\u003cbr\u003e 1.3 JMP Interface and Analysis Environment\u003cbr\u003e\u003cbr\u003e Chapter 2.\u003cbr\u003e Understanding the overall flow of machine learning\u003cbr\u003e 2.1 Overall flow and key terms of machine learning\u003cbr\u003e 2.2 Data Types and Preprocessing\u003cbr\u003e 2.3 Variable Selection and Feature Engineering\u003cbr\u003e 2.4 Model Performance Comparison Indicators\u003cbr\u003e\u003cbr\u003e Chapter 3.\u003cbr\u003e Supervised Learning I? Prediction Using Regression Analysis  \u003cbr\u003e3.1 Simple regression analysis\u003cbr\u003e 3.2 Multiple Regression Model: Fit Model\u003cbr\u003e 3.3 Logistic Regression Analysis\u003cbr\u003e 3.4 Generalized Regression Analysis (Variable Selection Method)\u003cbr\u003e 3.5 Stepwise Regression Analysis\u003cbr\u003e\u003cbr\u003e Chapter 4.\u003cbr\u003e Supervised Learning II? Decision Trees\u003cbr\u003e 4.1 Decision Tree (Partition)\u003cbr\u003e 4.2 Bootstrap Forest\u003cbr\u003e 4.3 Boosted Tree\u003cbr\u003e\u003cbr\u003e Chapter 5.\u003cbr\u003e Supervised Learning III? Artificial Neural Networks\u003cbr\u003e 5.1 Introduction to the Neural Network Platform\u003cbr\u003e 5.2 Performance Improvement and Interpretation Strategies for Neural Network Models\u003cbr\u003e\u003cbr\u003e Chapter 6.\u003cbr\u003e Unsupervised Learning I? Dimensionality Reduction\u003cbr\u003e 6.1 Principal component analysis and factor analysis (PCA and EFA)\u003cbr\u003e 6.2 Multidimensional Scaling (MDS)\u003cbr\u003e 6.3 Multivariate Embedding\u003cbr\u003e\u003cbr\u003e Chapter 7.\u003cbr\u003e Unsupervised Learning II? Clustering Techniques\u003cbr\u003e 7.1 Hierarchical Clustering\u003cbr\u003e 7.2 K-means Clustering\u003cbr\u003e 7.3 Normal Mixture Analysis\u003cbr\u003e 7.4 Latent Class Analysis\u003cbr\u003e\u003cbr\u003e Chapter 8: Specialized Techniques and Advanced Analysis\u003cbr\u003e 8.1 Partial Least Squares\u003cbr\u003e 8.2 Structural Equation Model\u003cbr\u003e 8.3 Explore Outliers\u003cbr\u003e 8.4 Model Screening\u003cbr\u003e\u003cbr\u003e References  \u003cbr\u003eSearch \u003c\/div\u003e\n\u003cdiv\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cdiv style=\"width:95%;padding-top:20px;padding-bottom:20px\"\u003e\n\n\u003cdiv style=\"text-align:left;font-size:16px;font-weight:bold;padding-bottom:20px\"\u003e GOODS SPECIFICS \u003c\/div\u003e\n\n\u003cdiv style=\"text-align:left;font-size:14px;line-height:1.6em;\"\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003eDate of issue:\u003c\/strong\u003e October 20, 2025\u003c\/div\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003ePage count, weight, size:\u003c\/strong\u003e 278 pages | 182*257*20mm\u003c\/div\u003e\n\n\u003cdiv style=\"width:100%;margin-bottom:5px;line-height:1.6em;font-size:14px\"\u003e - \u003cstrong\u003eISBN13:\u003c\/strong\u003e 9791112073358 \u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\n\u003c\/div\u003e\n\n\u003ccenter\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003ccenter\u003e\u003ctable\u003e\u003ctr\u003e\u003ctd style=\"height:10px\"\u003e\u003c\/td\u003e\u003c\/tr\u003e\u003c\/table\u003e\u003c\/center\u003e\n\n\u003cspan\u003e\u003c\/span\u003e\n\n\u003c\/center\u003e\n\n\n\u003c\/center\u003e","brand":"LIBRAIRIE COREENNE","offers":[{"title":"Default Title","offer_id":43893375598634,"sku":"139732","price":38.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0683\/2750\/5962\/files\/d1dd01a1b4d3123e4ff9d15abe3ad8d3.jpg?v=1765399026","url":"https:\/\/librairie.coreenne.fr\/en\/products\/139732","provider":"LIBRAIRIE COREENNE","version":"1.0","type":"link"}