Statistical Modeling Courses and Certifications

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
• Self-Paced
• Paid Course

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/week
• Self-Paced
• Free Online Course

Regression Analysis / Data Analytics in Regression

1674 ratings at Udemy

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

• Udemy
• 2 hours 9 minutes
• Self-Paced
• Paid Course

Packt

The STATA OMNIBUS: Regression and Modelling with STATA

1 rating

Master regression analysis and modeling in STATA. Learn linear and non-linear techniques, explore advanced strategies, and apply practical examples using real-world data. Gain expertise in interpreting outputs and handling complex statistical scenarios.

• Coursera
• 22 hours 47 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Predictive Analytics & Modeling with Minitab

25 ratings at Coursera

Master predictive analytics and statistical modeling using Minitab and Excel through hypothesis testing, regression, ANOVA, and logistic models for real-world business insights.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Multilevel Modeling

21 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
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with R: Build, Analyze & Predict

16 ratings at Coursera

Master machine learning foundations and R programming through hands-on practice with regression, classification, decision trees, and ensemble methods for real-world data analysis.

• Coursera
• 12 hours 31 minutes
• Self-Paced
• Paid Course

EDUCBA

Predictive Analytics: Apply, Analyze & Interpret

10 ratings at Coursera

Master predictive modeling, hypothesis testing, and regression analysis using Minitab and Excel to transform complex datasets into actionable business insights.

• Coursera
• 12 hours 37 minutes
• Self-Paced
• Paid Course

Basics of Statistical Inference and Modelling Using R

7 ratings at edX

Learn why a statistical method works, how to implement it using R and when to apply it and where to look if the particular statistical method is not applicable in the specific situation.

• edX
• 6 weeks, 5-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Using R for Geostatistical Geospatial Modeling

Master geostatistical geospatial modeling with R through hands-on coding of machine learning algorithms, variograms, kriging techniques, and conditional simulation for real-world applications.

• Coursera
• 22 hours 15 minutes
• Self-Paced
• Paid Course

Advanced Statistical Inference and Modelling Using R

Extend your knowledge of linear regression to the situations where the response variable is binary, a count, or categorical as well as to hierarchical experimental set-up.

• edX
• 6 weeks, 5-10 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Statistical Analysis in R

Learn applied statistical data analysis using R, from basic inference to advanced modeling, with practical implementation and guidance on method selection.

• edX
• 12 weeks, 5-10 hours/week
• Self-Paced
• $618.00
• 2 courses

Coursera

Decision Tree Classifier for Beginners in R

Learn to build and evaluate decision tree models in R using the Sonar dataset. Gain hands-on experience with data partitioning, model training, performance metrics, and saving trained models.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Apply Advanced SPSS Data Analytics & Modeling

Master SPSS for advanced data analytics, statistical modeling, and predictive analysis through hands-on practice with real-world datasets from finance, healthcare, and market research.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

EDUCBA

Analyze and Interpret Data Using Excel

Master Excel's analytical tools to compute statistics, visualize data relationships, run regression models, and interpret outputs for informed decision-making in real-world scenarios.

• Coursera
• 5 hours 24 minutes
• Self-Paced
• Paid Course