Free Online Resampling Methods Courses & MOOCs

Coursera

University of Washington

Practical Predictive Analytics: Models and Methods (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data science with 'Practical Predictive Analytics: Models and Methods'. This course is designed for those eager to learn how to design statistical experiments, analyze results using advanced techniques, and avoid common misinterpretations in big data. Gain a core understanding of practical machine learning methods and apply them to real-world problems.

Jun 8th 2026

4 Weeks

Machine Learning Models Methods

Coursera

University of Colorado Boulder

Resampling, Selection and Splines (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of advanced statistical learning with our comprehensive course 'Resampling, Selection and Splines'. This expert-led program is designed for professionals aiming to deepen their understanding and application of key concepts in data science. Learn how to leverage resampling methods, optimize model fitting procedures, and explore non-linear models like splines to improve prediction accuracy and interpretability.

Jun 8th 2026

5-12 Weeks

Statistics Selection Data Science

Coursera

Stanford University

Introduction to Statistics (Coursera)

Statistics & Data Analysis Data Science

Dive into Stanford University's renowned 'Introduction to Statistics' course on Coursera. This comprehensive program is designed for learners who want to develop a strong foundation in understanding and interpreting data. You'll explore key concepts such as statistical thinking, exploratory data analysis, sampling techniques, and significance testing. Whether you're new to statistics or looking to enhance your analytical skills, this course will equip you with the tools necessary to make informed decisions based on data.

May 18th 2026

5-12 Weeks

Statistics Analysis Probability

Successfully Evaluating Predictive Modelling (edX)

EdX

University of Edinburgh,EdinburghX

Successfully Evaluating Predictive Modelling (edX)

Statistics & Data Analysis Business

Dive deep into the world of predictive modelling with this expert-led course. You'll learn essential techniques for evaluating and sampling predictive models, all while mastering the use of Python as a powerful tool in assessing model adequacy. Whether you're new to the field or looking to refine your skills, this course will provide you with a solid foundation in understanding performance evaluation metrics.

Oct 26th 2021

5-12 Weeks

Python Evaluation Metrics

EdX

Delft University of Technology,DelftX

Statistics (edX)

Statistics & Data Analysis

Discover the essential concepts of bachelor-level statistics with our engaging online course. Learn to analyze and interpret data through descriptive and inferential methods, all while utilizing the powerful statistical software package R on actual datasets. Whether you're a student looking for a strong foundation or a professional aiming to enhance your analytical skills, this course is designed to equip you with a solid understanding of statistics.

Self Paced

Self-Paced

Statistics Bootstrap Linear Regression