Regression Models Courses and Certifications

Regression Models in Healthcare

Learn advanced multivariate statistical methods for healthcare data analysis, including non-linear trends, interacting variables, logistic regression, and its variants. Practice applying these methods to real-world healthcare examples.

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

Simons Institute

Randomized Least Squares Regression - Combining Model- and Algorithm-Induced Uncertainties

Explore randomized least squares regression, combining model and algorithm uncertainties for improved statistical analysis and numerical linear algebra applications.

• YouTube
• 24 minutes
• On-Demand
• Free Video

MathWorks

Predictive Modeling and Machine Learning with MATLAB

78 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 22 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science

9 reviews

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 48 weeks, 7 hours a week
• On-Demand
• Paid Course
• 11 courses

Quantifying Relationships with Regression Models

19 ratings at Coursera

Explore linear regression for measuring variable relationships. Learn to create, interpret, and evaluate bivariate and multivariate models, including binary dependent and interactive models. Develop skills to critically analyze regression analyses.

• Coursera
• 11 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Interpretable Machine Learning

Explore interpretable machine learning techniques to develop transparent and trustworthy AI systems. Learn regression, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-stakes domains.

• Coursera
• 13 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

University of Pennsylvania;  Wharton

Fundamentals of Quantitative Modeling

5 reviews

Aprenda a criar modelos quantitativos para análise de dados empresariais, incluindo modelos lineares, probabilísticos e de regressão. Domine técnicas essenciais para previsão, otimização e tomada de decisões baseadas em dados.

• Coursera
• 7 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Response Surfaces, Mixtures, and Model Building

63 ratings at Coursera

Explore advanced experimental design techniques for process optimization, including response surfaces, mixture experiments, and robust parameter design strategies.

• Coursera
• 13 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Predictive Analytics

1 review

Master the tools of predictive analytics in this statistics based analytics course.

• edX
• 7 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Data Analysis with Python

18235 ratings at Coursera

Learn to analyze data using Python, from importing and cleaning to exploratory analysis and building machine learning models. Gain hands-on experience with popular libraries and real-world datasets.

• Coursera
• 15 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Forecasting Models for Marketing Decisions

77 ratings at Coursera

Develop forecasting models using Excel to predict customer behavior, assess marketing actions, and make data-driven decisions for improved business outcomes and customer value management.

• Coursera
• 11 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Excel Regression Models for Business Forecasting

96 ratings at Coursera

Explore regression models for business forecasting, from simple to complex. Learn to create, evaluate, and apply various models to generate valuable business intelligence and predictions.

• Coursera
• 9 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Probability and Statistics for Business and Data Science

7147 ratings at Udemy

Learn how to apply probability and statistics to real data science and business applications!

• Udemy
• 5 hours 14 minutes
• On-Demand
• Paid Course

Tableau Certification - Desktop Specialist + Data Analyst

1665 ratings at Udemy

Complete guide to acing the Tableau Desktop Specialist + Tableau Certified Data Analyst exams, with full practice tests!

• Udemy
• 6 hours 40 minutes
• On-Demand
• Paid Course

Neural Networks in Python: Deep Learning for Beginners

1364 ratings at Udemy

Learn Artificial Neural Networks (ANN) in Python. Build predictive deep learning models using Keras & Tensorflow| Python

• Udemy
• 9 hours 21 minutes
• On-Demand
• Paid Course