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| Section | Objectives |
|---|---|
| Topic 1: Data Fundamentals and Business Analytics | - Data types and data collection methods - Descriptive statistics (mean, median, variance, standard deviation) |
| Topic 2: Probability and Statistical Inference | - Sampling methods and sampling error - Probability concepts and distributions |
| Topic 3: Regression and Correlation Analysis | - Linear regression modeling - Interpreting correlation and causation |
| Topic 4: Hypothesis Testing | - Null and alternative hypotheses - t-tests, chi-square tests, and significance testing |
| Topic 5: Decision Making Models | - Risk and uncertainty in decision-making - Decision trees and expected value analysis |
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