Statistical Modeling Courses and Certifications

Generalized Linear Models and Nonparametric Regression

18 ratings at Coursera

Explore advanced statistical modeling tools including GLMs, nonparametric regression, and GAMs. Learn to apply these techniques for classification, data analysis, and ethical decision-making in data science.

• Coursera
• 1 day 18 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Regression and Classification

13 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

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

Microcredential

Modeling and Predicting Climate Anomalies

Master climate change analysis through statistical modeling, machine learning, and policy evaluation while developing practical Python skills to predict and interpret extreme weather patterns.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Regression Modeling for Marketers

Elevate marketing skills with regression analysis, data visualization, and advanced statistical techniques for quantifying, explaining, and predicting marketing outcomes and consumer behavior.

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

Bayesian Statistics: Techniques and Models

484 ratings at Coursera

Expand your Bayesian toolbox with advanced models and MCMC methods. Learn to construct, fit, assess, and compare sophisticated statistical models using R and JAGS for real-world data analysis.

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

Microcredential

Bayesian Statistics

Comprehensive exploration of Bayesian statistics, covering concepts, techniques, models, and applications. Develop proficiency in statistical analysis, R programming, and real-world data modeling.

• 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

Introduction to multilevel modeling theory and practice using R, focusing on two-level models with continuous response variables for analyzing hierarchical data in social sciences.

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

Microcredential

SAS Statistical Business Analyst

Enhance predictive and statistical modeling skills to drive data-informed business outcomes. Learn hypothesis testing, regression modeling, and logistic regression using SAS software.

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

Fraud Detection in R

Explore fraud detection techniques using R, covering anomaly detection, social network analysis, handling imbalanced data, and applying robust statistics for effective fraud prevention.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

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

Mixture Models in R

Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Regression Analysis: Simplify Complex Data Relationships

432 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 8 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

R For SAS Users

Learn how to translate your SAS knowledge into R and analyze data using this free and powerful software language.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available