Introduction to Statistical Methods with MATLAB

Learn the basics of statistical methods in MATLAB®. Extract information from data using descriptive statistics and data fitting.

Course modules

Introduction

Familiarize yourself with statistical analysis and the course.

Lessons:
  • Course Overview

Exploring Data

Introduction to descriptive statistics and data distributions.

Lessons:
  • Visualizing Data Sets
  • Measures of Centrality and Spread
  • Distributions
  • Review - Exploring Data

Fitting a Curve to Data

Fit linear and nonlinear models to data.

Lessons:
  • Linear Regression
  • Evaluating Goodness of Fit
  • Nonlinear Regression
  • Review - Fitting a Curve to Data

Interpolating Data

Interpolate values from a data set.

Lessons:
  • Linear Interpolation
  • Nonlinear Interpolation
  • Review - Interpolation

Next Steps

Give feedback on the course.

Lessons:
  • Additional Resources
  • Survey

MATLAB Onramp

Get started quickly with the basics of MATLAB.

Machine Learning Onramp

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

MATLAB for Data Processing and Visualization

Create custom visualizations and automate your data analysis tasks.

MATLAB Onramp

Get started quickly with the basics of MATLAB.