Business Data Analitycs

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Module 1. Foundations of Business Analytics

1. Introduction to Business Analytics

2. Database Analytics

Module 2. Descriptive Analytics

1. Data Visualization

2. Descriptive Statistics

3. Probability Distributions and Data Modeling

4. Sampling and Estimation

5. Statistical Inference

Module 3. Predictive Analytics

1. Trendlines and Regression Analysis

2. Forecasting Techniques

3. Introduction to Data Mining

4. Spreadsheet Modeling and Analysis

5. Simulation and Risk Analysis

Module 4. Prescriptive Analytics

1. Linear Optimization

2. Integer and Nonlinear Optimization

3. Optimization Analytics

Module 5. Making Decisions

1. Decision Analysis

Module 6. Python for data science (foundations)