Executive Development Programme in Impactful Model Building
-- ViewingNowThe Executive Development Programme in Impactful Model Building is a certificate course designed to empower professionals with the skills to build effective and influential models. In today's data-driven world, there is a high demand for experts who can create models that drive decision-making and business strategy.
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โข Model Building Fundamentals: Introduction to model building, data collection, data preparation, and data cleaning.
โข Data Analysis for Model Building: Understanding data, statistical analysis, and data visualization.
โข Regression Analysis: Simple and multiple linear regression, logistic regression, and regression diagnostics.
โข Decision Trees and Random Forests: Building decision trees, understanding random forests, and applying them to real-world scenarios.
โข Machine Learning Algorithms: Overview of machine learning algorithms, including clustering, neural networks, and natural language processing.
โข Model Validation and Evaluation: Techniques for validating and evaluating model performance, including cross-validation, ROC curves, and lift charts.
โข Predictive Modeling: Building predictive models for business applications, including forecasting and predictive analytics.
โข Model Implementation and Management: Implementing and managing models in a business environment, including version control, testing, and monitoring.
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