Best Free Data Science Courses & MOOCs

Coursera

University of Colorado Boulder

Generalized Linear Models and Nonparametric Regression (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of advanced statistical modeling with this specialized course. Learn about generalized linear models, logistic regression for classification, nonparametric methods like kernel estimators and smoothing splines, and semi-parametric generalized additive models (GAMs). This course is designed to provide a strong conceptual foundation in these complex yet powerful tools essential for data scientists.

Sep 14th 2026

4 Weeks

Calculus Linear Algebra Linear Models

Coursera

University of Colorado Boulder

ANOVA and Experimental Design (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of statistical modeling with our 'ANOVA and Experimental Design' course. This course will equip you with essential skills in analyzing variance (ANOVA) and covariance (ANCOVA), as well as designing impactful experiments. Perfect for data scientists, researchers, and students aiming to enhance their understanding of experimental design principles.

Sep 14th 2026

4 Weeks

ANOVA ANCOVA Experimental Design

Coursera

University of Colorado Boulder

Data Mining Pipeline (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey through the complete data mining pipeline with this in-depth online course. From initial data understanding to advanced modeling and evaluation, you'll gain a thorough understanding of each critical step involved in transforming raw data into actionable insights. Perfect for aspiring and professional data scientists seeking to refine their expertise.

Sep 14th 2026

4 Weeks

Data Modeling Data Mining Data Warehousing

Coursera

University of Colorado Boulder

Modern Regression Analysis in R (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of statistical modeling with our 'Modern Regression Analysis in R' course. Learn foundational tools essential for data scientists, including linear models, parameter estimation, residual analysis, and strategies for variable selection. Perfect for beginners and professionals looking to refine their analytical skills.

Sep 14th 2026

5-12 Weeks

Linear Regression R Programming Regression Analysis

Coursera

University of Colorado Boulder

Data Science as a Field (Coursera)

Statistics & Data Analysis Data Science

Embark on an enlightening journey into the world of Data Science with this comprehensive online course offered by Coursera. Designed for beginners and professionals alike, this course provides an overview of what Data Science entails, the essential skills required, and how to navigate the process effectively. Gain insights from CU Boulder's Master’s of Science in Data Science program, crafted by both academics and industry leaders.

Sep 14th 2026

4 Weeks

Statistics Data Analysis Data Science

Coursera

University of Illinois at Urbana-Champaign

Tools for Exploratory Data Analysis in Business (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into the world of data analytics with our 'Tools for Exploratory Data Analysis in Business' course. This course is tailored for professionals looking to harness the power of data to drive business decisions. You'll develop an analytic mindset, identify business problems that can be solved through data analysis, and learn how to use cutting-edge tools like PowerBI, Alteryx, and RStudio for ETL and EDA processes.

Sep 14th 2026

4 Weeks

Business Data Analysis Exploratory Data Analysis

Coursera

University of Michigan

Prediction Models with Sports Data (Coursera)

Statistics & Data Analysis Data Science

Discover the art and science of forecasting in professional sports with our 'Prediction Models with Sports Data' course. Master the use of Python to model past game results and accurately predict future outcomes, all while learning about logistic regression techniques applied to team performance analysis.

Sep 14th 2026

5-12 Weeks

Python Data Sports

Coursera

University of Michigan

Foundations of Sports Analytics: Data, Representation, and Models in Sports (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of sports analytics with our beginner-friendly course. Using Python, explore how to represent and analyze sports data, focusing on regression analysis for team and player performance across major leagues like NFL, NBA, NHL, EPL, and IPL. Gain valuable skills in extracting meaningful insights from sports data.

Sep 14th 2026

5-12 Weeks

Python Regression Sports

Coursera

University of Michigan

Moneyball and Beyond (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of sports analytics with 'Moneyball and Beyond', a course that explores the transformative power of data-driven decision-making. Uncover the secrets behind the Moneyball phenomenon and learn to apply advanced statistical methods using Python programming. This course is perfect for enthusiasts, students, and professionals looking to understand how data has reshaped professional sports.

Sep 14th 2026

5-12 Weeks

Python Beyond Life Winning