Data Smart
Data Smart
Each chapter will cover a different technique in a spreadsheet so you can follow along: * Mathematical optimization, including non-linear programming and genetic algorithms * Clustering via k-means, spherical k-means, and graph modularity * Data mining in graphs, such as outlier detection * Supervised AI through logistic regression, ensemble models, and bag-of-words models * Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation * Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.
PRP: 325.50 Lei
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260.40Lei
260.40Lei
325.50 LeiIndisponibil
Descrierea produsului
Each chapter will cover a different technique in a spreadsheet so you can follow along: * Mathematical optimization, including non-linear programming and genetic algorithms * Clustering via k-means, spherical k-means, and graph modularity * Data mining in graphs, such as outlier detection * Supervised AI through logistic regression, ensemble models, and bag-of-words models * Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation * Moving from spreadsheets into the R programming language You get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.
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