Applied Statistics Real World Problem Solving

سرفصل های دوره

1. Introduction to Business Statistics

1. Introduction to Data Types and Business Statistics

2. Quantitative vs Qualitative Data A Comparative Analysis

3. Measures of Central Tendency Mean, Median, and Mode

2. Measures of Dispersion and Distributions

1. Understanding Measures of Dispersion

2. Introduction to Distributions and the Central Limit Theorem

3. Sampling and Z-Scores

3. Hypothesis Testing and Correlation

1. Hypothesis Testing and P-Value Interpretation

2. T-tests, Confidence Intervals, and ANOVA

3. Pearson Correlation Coefficient Explained

4. Advanced Statistical Concepts

1. Advanced Hypothesis Testing and Correlation Analysis

2. Data Cleaning and Preprocessing Techniques

3. Visualizing Data with Histograms and Box Plots

5. Statistical Analysis and Visualization

1. Summary Statistics and Variable Relationships

2. Correlation and Pair Plots

3. Handling High Correlation and Using Heat Maps

4. Practical Exercises Pearson Correlation and Hypothesis Testing

235,000 تومان

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تولید کننده: Udemy