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Machine Learning for Business

Bachelors Program in Business Analytics

Explore Machine Learning for Business as part of Bachelors Program in Business Analytics. Read the syllabus and available chapters online.

Academic programmeBachelors Program in Business Analytics

LevelBachelor

Reading sections16

SourceLibrary syllabus and chapters

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Machine Learning for BusinessSyllabus

Machine Learning And Business ValueChapter 1

Business Problem Formulation And Analytics DesignChapter 2

Data Foundations And Exploratory AnalysisChapter 3

Data Preparation And Feature EngineeringChapter 4

Statistical Learning And Model EvaluationChapter 5

Regression And Business PredictionChapter 6

Classification And Decision ModelsChapter 7

Decision Trees And Ensemble LearningChapter 8

Unsupervised Learning And Pattern DiscoveryChapter 9

Time Series ForecastingChapter 10

Text Recommendation And Generative Ai ApplicationsChapter 11

From Prediction To DecisionsChapter 12

Deployment Mlops And Model MonitoringChapter 13

Responsible Machine Learning And GovernanceChapter 14

Machine Learning Strategy And Future DevelopmentsChapter 15