Statistical Modeling Courses and Certifications

Microcredential

Statistical Modeling for Data Science Applications

Learn advanced statistical modeling techniques for data science, including linear regression, ANOVA, and generalized models, with real data analysis using R. Offered by University of Colorado Boulder.

• Coursera
• 17 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Applied Statistical Modeling for Data Analysis in R

1742 ratings at Udemy

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

• Udemy
• 9 hours 53 minutes
• On-Demand
• Paid Course

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
• On-Demand
• 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
• On-Demand
• Free Trial Available

Statistical Inference and Modeling for High-throughput Experiments

4 reviews

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

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science in Real Life

12 reviews

Johns Hopkins University offers a 1-week course on practical data science, focusing on managing real-life data analyses, experimental designs, data quality, and communication pitfalls.

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

Data Analysis: Statistical Modeling and Computation in Applications

53 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 a week
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - Efficient and Resilient Systems in the Cognitive Era

Stanford University offers a seminar on efficient and resilient systems in the cognitive era, covering topics like swarm intelligence, sensor fusion, and optimized hardware for AI.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Smart Physical Systems from the Standpoint of an AI Company

Stanford University offers a seminar on smart physical systems, focusing on machine learning and deep learning. Learn about energy production, transportation systems, and climate change remediation.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Simple Regression Analysis in Public Health

363 ratings at Coursera

Explore biostatistics with Johns Hopkins University's 4-week course. Learn simple regression methods, interpret data, and understand key concepts like logistic regression and p-values.

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

Microcredential

Statistics with Python

Learn statistical analysis using Python with this 13-week course from the University of Michigan. Master data design, management, exploration, visualization, and advanced modeling procedures.

• Coursera
• 13 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Linear Regression Modeling for Health Data

Explore statistical modeling with the University of Michigan's 3-week course. Learn about traditional statistical inference, t-tests, and linear regression. Includes guided coding practice.

• Coursera
• 13 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Business Analytics

1 review

Columbia University's 48-week online course on Business Analytics. Learn to improve business performance using data, statistical analysis, and predictive modelling. Includes Python programming.

• edX
• 48 weeks, 8-10 hours a week
• On-Demand
• $996.00
• 3 courses

Microcredential

Data Science Fundamentals

Learn key data science skills with UC Irvine's 17-week course. Covers analytics, data mining, statistical modeling, big data manipulation, and natural language processing.

• Coursera
• 17 weeks, 1 hour a week
• On-Demand
• Paid Course
• 4 courses

Predictive Modeling and Analytics

590 ratings at Coursera

Learn predictive modeling techniques and analytics with University of Colorado Boulder's 4-week course. Gain insights from data, prepare for modeling, and present results effectively.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Free Online Course (Audit)