Free Online Courses & MOOCs by Brian Zaharatos (Instructor)

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.

Jun 8th 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.

Jun 8th 2026

4 Weeks

ANOVA ANCOVA Experimental Design

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.

Jun 8th 2026

5-12 Weeks

Linear Regression R Programming Regression Analysis