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.

Jul 6th 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.

Jul 6th 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.

Jul 6th 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.

Jul 6th 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.

Jul 6th 2026

4 Weeks

Statistics Data Analysis Data Science

Coursera

University of Illinois at Urbana-Champaign

Getting Started with CyberGIS (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of CyberGIS with this introductory course designed to equip you with essential skills in Geospatial Information Science and Systems (GIS) using advanced cyberinfrastructure. From understanding high-performance computing to managing big data and leveraging cloud computing for geospatial analysis, this course is your gateway to mastering cutting-edge GIS techniques.

Jul 6th 2026

4 Weeks

Big Data Geospatial Hadoop

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.

Jul 6th 2026

4 Weeks

Business Data Analysis Exploratory Data Analysis

Coursera

DeepLearning.AI

Introduction to Machine Learning in Production (Coursera)

Data Science

Dive into the world of production-ready machine learning with our comprehensive 'Introduction to Machine Learning in Production' course. This foundational program will guide you through every step of turning your models into robust systems that can handle the demands of a live environment. From scoping projects and understanding data needs, to modeling strategies and deployment constraints, this course sets the stage for building reliable ML applications.

Jul 6th 2026

3 Weeks

ML Data Machine Learning

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.

Jul 6th 2026

5-12 Weeks

Python Data Sports