University of Colorado Boulder Free Online 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 20th 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 20th 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 20th 2026

4 Weeks

Data Modeling Data Mining Data Warehousing

Coursera

University of Colorado Boulder

Trees and Graphs: Basics (Coursera)

Computer Science

Dive into the core concepts of Trees and Graphs: Basics with this engaging online course. Explore essential algorithms for tree data structures like binary search trees and self-balancing trees, as well as fundamental graph algorithms. This course also delves into advanced topics such as kd-trees for spatial data analysis. Perfect for those looking to build a strong foundation in data structures and algorithms.

Jul 20th 2026

4 Weeks

Data Structures Graphs Graph Algorithms

Coursera

University of Colorado Boulder

Algorithms for Searching, Sorting, and Indexing (Coursera)

Computer Science

Discover the fundamental principles of algorithm design and analysis in this online course offered by CU Boulder. Explore key concepts such as sorting arrays, priority queues, hash functions, and their applications through engaging lectures and practical exercises. This course is perfect for those looking to enhance their data science skills with a focus on searching, sorting, and indexing algorithms.

Jul 20th 2026

4 Weeks

Algorithms Data Structures QuickSort

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 20th 2026

5-12 Weeks

Linear Regression R Programming Regression Analysis

Coursera

University of Colorado Boulder

Cybersecurity for Data Science (Coursera)

Security & Networking

Discover how to integrate robust cybersecurity practices into your data science workflow with our 'Cybersecurity for Data Science' course. Gain insights into protecting data integrity, confidentiality, and availability while leveraging essential tools and techniques tailored for data scientists.

Jul 20th 2026

5-12 Weeks

Cryptography Cybersecurity Data Science

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 20th 2026

4 Weeks

Statistics Data Analysis Data Science

Coursera

University of Colorado Boulder

Fandom, Community, and Identity in Popular Music (Coursera)

Personal and Professional Development

Dive deep into the heart of pop culture with 'Fandom, Community, and Identity in Popular Music.' This course examines how fans shape and are shaped by their favorite artists, exploring themes of community, identity, and the role of music in our lives. Perfect for enthusiasts and scholars alike, this course offers a unique perspective on popular music's influence.

Jul 20th 2026

3 Weeks

Communication Critical Thinking Digital Media