This course covers the basics of using statistical methods for analysis. Through the use of visualizations, descriptive statistics, normal probability distributions, and hypothesis testing, you’ll analyze the evolution of a finch species on the Galapagos Archipelago.

Familiarize with course example.

Lessons:

- Course Overview

- Course Data

- Import and Prepare Data

Explore your data visually.

Lessons:

- Types of Visualizations

- Scatter Plot

- Histogram

- Scatter - Histogram

- Box Plot

Calculate measures of center, spread, and shape.

Lessons:

- Descriptive Statistics

- Measures of Center

- Measures of Spread

- Measures of Shape

- Calculate Multiple Statistics for Grouped Variables

Define and explore normal distributions.

Lessons:

- The Normal Distribution

- Create and Visualize Normal Distributions

- PDF and CDF

- Fit a Normal Distribution

Perform hypothesis tests.

Lessons:

- Hypothesis Testing

- Test for Population Difference

- Test for Normality

Learn next steps and give feedback on the course.

Lessons:

- Summary

- Additional Resources

- Course Survey

Learn the basics of solving optimization problems in MATLAB using the problem-based approach.

Learn the basics of practical machine learning methods for classification problems.

Get started quickly with the basics of MATLAB.

Get started quickly with the basics of MATLAB.