Statistical Modeling Courses and Certifications

Regression and Classification

Explore statistical modeling with the University of Colorado Boulder's 6-week course. Learn Regression, Classification, Trees, Resampling, and more. Ideal for data science aspirants.

• Coursera
• 1 day 10 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Regression Analysis

Master regression analysis techniques with this 6-week course from the University of Colorado Boulder. Gain hands-on experience in linear, polynomial, and ensemble methods, and apply these skills to real-world data scenarios.

• Coursera
• 1 day 16 hours
• On-Demand
• Free Online Course (Audit)

Modern Regression Analysis in R

25 ratings at Coursera

Learn foundational statistical modeling tools for data science, including linear statistical models, with this 6-week course from the University of Colorado Boulder.

• Coursera
• 1 day 21 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Generalized Linear Models and Nonparametric Regression

14 ratings at Coursera

Explore advanced statistical modeling tools like GLMs and nonparametric modeling in this 4-week course by University of Colorado Boulder. Ideal for data science enthusiasts.

• Coursera
• 1 day 18 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Regression Modeling for Marketers

"Regression Modeling for Marketers" is a specialized course designed to elevate marketing professionals' analytical skills. Focusing on regression analysis, the course enables learners to quantify, explain, and predict marketing outcomes using both simpl…

• Coursera
• 19 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Applied Bayesian for Analytics

Learn how to construct, fit, estimate and compute Bayesian statistical models with the help of OpenBUGS (freely available software)

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

UC Santa Cruz

Bayesian Statistics: Techniques and Models

472 ratings at Coursera

Expand your Bayesian toolbox with UC Santa Cruz's 5-week course. Learn to construct, fit, assess, and compare Bayesian models using R and JAGS, with a focus on MCMC methods.

• Coursera
• 1 day 5 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

UC Santa Cruz Microcredential

Bayesian Statistics

UC Santa Cruz's 26-week course on Bayesian statistics, offering proficiency in R programming, data analysis, forecasting, and statistical modeling with real-world data.

• Coursera
• 26 weeks, 4 hours a week
• On-Demand
• Paid Course
• 5 courses

Regression Analysis / Data Analytics in Regression

1079 ratings at Udemy

Gain Important and Highly Marketable Skills in Regression Analysis - Tame the Regression Beast Today!

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Complete STATA Workflow + Tips

1049 ratings at Udemy

Master STATA for data management, graphs and data analysis with TIPS for the best workflow.

• Udemy
• 10 hours
• On-Demand
• Paid Course

Multilevel Modeling

15 ratings at Coursera

Learn the theory of multilevel modelling and how to run basic two-level models in R with this 4-week course from Erasmus University Rotterdam, ideal for PhD candidates.

• Coursera
• 7 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

SAS Statistical Business Analyst

Enhance your predictive and statistical modeling skills with SAS's 13-week course. Learn hypothesis testing, regression modeling, and logistic regression for data-informed business outcomes.

• Coursera
• 13 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

Regression Analysis for Statistics & Machine Learning in R

520 ratings at Udemy

Learn Complete Hands-On Regression Analysis for Practical Statistical Modelling and Machine Learning in R

• Udemy
• 8 hours
• On-Demand
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

302 ratings at Coursera

Explore complex data relationships with Google's 6-week course on regression analysis. Learn from industry professionals, practice data modeling, and enhance your analytics skills.

• Coursera
• 1 day 8 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

2024 R 4.0 Programming for Data Science || Beginners to Pro

137 ratings at Udemy

Learn Latest R 4 with R-Studio & Jupyter. DataFrame, Vectors, Matrix, DateTime, GGplot2, Tidyverse, Plotly, etc.

• Udemy
• 14 hours 17 minutes
• On-Demand
• Paid Course