Free Online Regression 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.

Sep 28th 2026

4 Weeks

Algebra Linear Algebra Data Science

Coursera

Universidad Austral

Modelización Cuantitativa para Finanzas Corporativas (Coursera)

Economics & Finance Business

Sumérgete en el mundo de la modelización financiera con nuestro curso 'Modelización Cuantitativa para Finanzas Corporativas'. Este curso te guiará a través del proceso de transformación de datos en información valiosa que puede ser utilizada para tomar decisiones financieras informadas. Aprenderás técnicas avanzadas de modelado y análisis estadístico aplicables directamente al ámbito corporativo.

Sep 28th 2026

4 Weeks

Regression Models Corporate Finance Business Finance

Coursera

Howard University

Building Regression Models with Linear Algebra (Coursera)

CS: Software Engineering CS: Programming

Embark on a journey into the world of regression models with this insightful course. From understanding different types of regression to applying the Method of Least Squares manually and programmatically using Python, you'll gain a deep understanding of how linear regression can be used to identify patterns in scenarios. Start building your predictive modeling skills today!

Sep 28th 2026

4 Weeks

Python Linear Algebra Linear Regression

Coursera

University of Pennsylvania

Fundamentals of Quantitative Modeling (Coursera)

Management & Leadership Economics & Finance

Discover the power of numbers in business with 'Fundamentals of Quantitative Modeling'. This course will equip you with essential skills for interpreting spreadsheets, analyzing past performance, and predicting future outcomes using quantitative modeling. Whether you're new to data analysis or looking to refine your existing skills, this course offers a structured approach to mastering the art and science of putting data to work.

Sep 21st 2026

4 Weeks

Regression Models Optimization Linear Models

Coursera

Johns Hopkins University

Advanced Linear Models for Data Science 1: Least Squares (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of advanced linear modeling with our introductory course on Least Squares. Gain a solid foundation in linear algebra, multivariate calculus, statistics, and regression models as you learn how to apply least squares methods effectively in data science projects. This course is perfect for those looking to deepen their understanding of predictive analytics.

Sep 21st 2026

5-12 Weeks

Linear Algebra Linear Regression Data Science

Coursera

Arizona State University

Response Surfaces, Mixtures, and Model Building (Coursera)

Data Science

Dive into the world of optimization and process improvement with our 'Response Surfaces, Mixtures, and Model Building' course. This course is designed for professionals looking to enhance their skills in identifying key factors affecting a system's output and optimizing those factors to achieve the best possible results. Through factorial experiments and response surface methodology, you'll learn how to screen important factors, build predictive models, and ultimately drive process optimization.

Sep 21st 2026

4 Weeks

Regression Models Design of Experiments Specialization Response Surface

Coursera

Johns Hopkins University

Quantifying Relationships with Regression Models (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of statistical analysis with our 'Quantifying Relationships with Regression Models' course. Master the art of understanding complex data sets by learning how to apply various regression models effectively. From bivariate to interactive models, this course will equip you with essential skills in data interpretation and predictive analytics.

Sep 21st 2026

4 Weeks

Data Analysis Linear Regression Data Science

Coursera

CertNexus

Build Regression, Classification, and Clustering Models (Coursera)

Data Science

Dive into the world of machine learning with our expert-led course designed to equip you with essential skills in building powerful regression, classification, and clustering models. Learn from industry professionals and apply your knowledge to real-world scenarios for practical experience.

Sep 21st 2026

5-12 Weeks

ML Machine Learning Linear Algebra

Coursera

Microsoft

Microsoft Azure Machine Learning (Coursera)

Data Science

Dive into the world of artificial intelligence with this Coursera course on Microsoft Azure Machine Learning. Learn how to leverage automated machine learning to build powerful predictive models without extensive coding. Perfect for data scientists and AI enthusiasts looking to streamline their model creation process.

Sep 21st 2026

4 Weeks

Machine Learning Clustering Regression Models