Statistical Modeling Courses and Certifications

Introduction to Statistical Modeling in R

This course is designed to get you up to speed with the most important and powerful methodologies in statistics.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Intermediate Statistical Modeling in R

In this follow-up course, you will expand your stat modeling skills from the introduction and dive into more advanced concepts.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Credential

Statistical Modeling for Data Science Applications

61 ratings at Coursera

Develop advanced statistical modeling skills for data science, including linear regression, ANOVA, and generalized linear models, with practical applications using R programming.

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

Applied Statistical Modeling for Data Analysis in R

2017 ratings at Udemy

Your Complete Guide to Statistical Data Analysis and Visualization For Practical Applications in R

• Udemy
• 9 hours 59 minutes
• Self-Paced
• Paid Course

Coursera

Statistical and Predictive Modeling for Finance

Master statistical modeling and predictive analytics for finance through regression analysis, A/B testing, and supervised learning to evaluate portfolio performance and predict credit risk.

• Coursera
• 9 hours 52 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Data Using R for Statistical and Predictive Modeling

Master R programming for statistical analysis and predictive modeling with hands-on experience in data manipulation, visualization, and real-world business applications.

• Coursera
• 8 hours 6 minutes
• Self-Paced
• Paid Course

Richard McElreath

Statistical Rethinking 2022 - Modeling Events

Explore statistical modeling of events, covering generative models, generalized linear models, logistic regression, and binomial regression. Learn to analyze gender applications and calculate marginal causal effects.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Richard McElreath

Statistical Rethinking 2023 - Modeling Events

Explore statistical modeling for events, covering discrimination, mediation, generative models, and generalized linear models. Learn to analyze and compute interventions, with a bonus on survival analysis.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Schmid College, Chapman University

What are Statistical Modeling Assumptions About? - An Answer From Perspective Pluralism

Explore statistical modeling assumptions through perspective pluralism. Gain insights into the philosophical foundations of statistical methods and their implications for scientific research.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Statistical Modeling: Linear Regression - Assumption and Residuals

Explore the assumptions and residuals in linear regression statistical modeling, focusing on key concepts and analytical techniques.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Statistical Inference and Modeling for High-throughput Experiments

9 ratings at edX

A focus on the techniques commonly used to perform statistical inference on high throughput data.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Data Analysis: Statistical Modeling and Computation in Applications

115 ratings at edX

A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 16 weeks, 10-15 hours/week
• Self-Paced
• Free Online Course (Audit)

EDUCBA

SAS: Apply & Evaluate Poisson & Negative Binomial Models

Master Poisson and negative binomial regression in SAS for count data analysis, model diagnostics, overdispersion detection, and optimal model selection using PROC GENMOD.

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

Data Science in Real Life

12 ratings

Practical insights for managing data science teams, covering experimental design, data quality, statistical modeling, and effective communication in real-world scenarios.

• Coursera
• 7 hours 19 minutes
• Self-Paced
• Paid Course

EDUCBA

Apply Advanced Statistical Modeling Using SPSS

Master advanced statistical modeling and predictive analytics using SPSS through real-world datasets from healthcare, finance, and business contexts.

• Coursera
• 10 hours 36 minutes
• Self-Paced
• Paid Course