Free Online Linear Models Courses & MOOCs

Coursera

Johns Hopkins University

Advanced Linear Models for Data Science 2: Statistical Linear Models (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Advanced Linear Models for Data Science with Class 2: Statistical Linear Models. This course is designed to provide a deep understanding of least squares from both linear algebraic and mathematical perspectives. Suitable for those with a basic grasp of linear algebra, multivariate calculus, statistics, regression models, proof-based mathematics, and R programming.

Aug 31st 2026

4 Weeks

Algebra Linear Algebra Data Science

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.

Aug 31st 2026

4 Weeks

Calculus Linear Algebra Linear Models

Coursera

Duke University

Machine Learning Foundations for Product Managers (Coursera)

Data Science

Dive into the basics of machine learning technology in this comprehensive course tailored for product managers. Understand the principles behind ML, its practical applications, and learn how to work synergistically with data scientists and engineers.

Aug 31st 2026

5-12 Weeks

ML Machine Learning Clustering

EdX

MIT,MITx

Fundamentals of Statistics (edX)

Statistics & Data Analysis

Discover the essential concepts that drive statistical inference in this foundational online course from edX. Gain insights into estimation, hypothesis testing, and prediction while building a strong understanding of how these principles underpin fields like data science, machine learning, and AI.

Aug 26th 2026

13-24 Weeks

Statistics Linear Models Confidence Intervals

Coursera

SAS

Statistics with SAS (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of data analysis with 'Statistics with SAS' – a beginner-friendly course designed for those using SAS software. Gain expertise in performing statistical analyses including t-tests, ANOVA, and linear regression, plus a brief introduction to logistic regression.

Jun 29th 2026

5-12 Weeks

Statistics Regression ANOVA

Machine Learning with Python: from Linear Models to Deep Learning (edX)

EdX

MIT,MITx

Machine Learning with Python: from Linear Models to Deep Learning (edX)

CS: Programming Data Science

Dive into the fascinating world of Machine Learning with our expert-led course. From basic linear models to advanced techniques like Deep Learning and Reinforcement Learning, this hands-on Python-based program will equip you with the skills needed to apply ML effectively across various domains such as search engines, recommendation systems, advertising, finance, and more. Start your journey towards becoming a proficient machine learning practitioner today!

May 27th 2024

13-24 Weeks

Programming Python Machine Learning

Coursera

Yandex

Big Data Applications: Machine Learning at Scale (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Big Data Applications and master Machine Learning at Scale with our expert-led course. Gain insights into applying sophisticated algorithms to tackle intricate challenges, transforming your understanding and skills in data science.

May 16th 2022

5-12 Weeks

Machine Learning Big Data Recommender Systems

Machine learning in Python with scikit-learn (FUN)

FUN

INRIA

Machine learning in Python with scikit-learn (FUN)

CS: Programming Data Science

Dive into the world of predictive modeling with our engaging 'Machine Learning in Python with Scikit-Learn' course. Designed for beginners and enthusiasts, this course will equip you with practical skills in machine learning using Python's scikit-learn library. Gain a hands-on understanding of building effective models and explore real-world applications.

Feb 15th 2022

13-24 Weeks

Python Machine Learning Linear Models

Transformación Digital para Comunicadores (edX)

Coursera

The Pontificia Universidad Javeriana,JaverianaX

Transformación Digital para Comunicadores (edX)

Business

Sumérgete en el mundo de la comunicación digital moderna con nuestro curso 'Transformación Digital para Comunicadores'. Este curso te guiará a través del impacto de la transformación digital en la industria de la comunicación, enseñándote a utilizar tecnologías emergentes para impulsar tu creatividad e innovación. Ideal para profesionales de la comunicación que buscan mantenerse al día y ser líderes en su campo.

Self Paced

Self-Paced

Digital Communications Linear Models Digital Transformation