Regression Analysis Courses and Certifications

Probability Theory and Regression for Predictive Analytics

Master probability theory and regression techniques to build predictive models using Python, covering Bayes' Theorem, distributions, OLS, and advanced regression methods.

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

Variable Selection, Model Validation, Nonlinear Regression

Master advanced regression techniques for data-driven industries. Learn logistic, Poisson, and robust regression, generalized linear models, and model validation using R for practical applications.

• Coursera
• 20 hours 43 minutes
• Self-Paced
• Paid Course

Bayesian Computational Statistics

Rigorous introduction to Bayesian inference, covering theory, computation, and practical implementation using statistical software. Explores advanced topics and applications in data analysis.

• Coursera
• 3 days 16 hours 39 minutes
• Self-Paced
• Paid Course

Edureka

Applied Machine Learning with Python

Master practical machine learning with Python, from supervised and unsupervised algorithms to recommendation systems. Build classification models, implement regression, and create clustering solutions through hands-on exercises.

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

Infosec

CompTIA Data+

Discover data concepts, mining, analysis, and visualization to make data-driven business decisions and prepare for CompTIA Data+ certification with hands-on skills.

• Coursera
• 8 hours 4 minutes
• Self-Paced
• Paid Course

Supervised Learning Regression Classification Clustering

Master essential machine learning techniques from regression and classification to clustering, gaining practical skills to implement supervised and unsupervised learning for real-world data analysis.

• Coursera
• 7 hours 44 minutes
• Self-Paced
• Paid Course

Business 212: Business Statistics

Learn essential business statistics concepts, from descriptive measures to probability, hypothesis testing, and forecasting, with engaging lessons and expert instructors.

• Study.com
• 16 hours 56 minutes
• Self-Paced
• Paid Course

Maven Analytics

Complete Visual Guide to Machine Learning

Gain insights into machine learning fundamentals through visual examples and Excel-based models, covering classification, regression, forecasting, and unsupervised learning techniques - no coding required.

• Coursera
• 15 hours 3 minutes
• Self-Paced
• Paid Course

Edureka

Predictive Modeling with Python

Master statistical analysis and machine learning in Python through hands-on practice with real-world data, from probability distributions to predictive modeling and model optimization.

• Coursera
• 16 hours 45 minutes
• Self-Paced
• Paid Course

Packt

120 Quick Stata Tips

Master 120 Stata tips for efficient data management, advanced statistics, streamlined programming, and impactful visualizations. Enhance your skills in handling complex datasets, creating publication-quality outputs, and optimizing workflows.

• Coursera
• 5 hours
• 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

Coursera Credential

Statistical Inference & Predictive Modeling Foundations

Master statistical inference and predictive modeling through A/B testing, regression, neural networks, and ensemble methods to drive data-driven business decisions.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 8 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

Coursera

Solving ML Regression Problems with AWS AutoGluon

Train powerful regression models quickly using AutoGluon, the library behind AWS SageMaker autopilot. Learn to prototype and evaluate multiple models efficiently with minimal code.

• Coursera
• 1 hour 54 minutes
• Self-Paced
• Paid Course

American Psychological Association

Measures of Correlation and Contingency

Explore statistical relationships through correlation and contingency tables. Learn to identify, understand, and describe correlations, and recognize patterns in contingency tables for effective data analysis.

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