Regression Models Courses and Certifications

MGH Institute of Health Professions

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)

Regression Models

33 reviews

Explore linear and generalized regression models, covering least squares, multivariable analysis, diagnostics, and applications in data science. Learn to interpret results and select appropriate models.

• Coursera
• 54 hours
• On-Demand
• Paid Course

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 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
• 18 hours 52 minutes
• On-Demand
• Paid Course

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
• 28 weeks, 10 hours a week
• On-Demand
• Paid Course
• 11 courses

Quantifying Relationships with Regression Models

23 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 13 minutes
• On-Demand
• Paid Course

Excel Regression Models for Business Forecasting

110 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
• Paid Course

CertNexus

Build Regression, Classification, and Clustering Models

19 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Paid Course

Building Regression Models with Linear Algebra

Learn to build and apply regression models using linear algebra, including least squares method and Python implementation. Gain practical skills for real-world data analysis and prediction.

• Coursera
• 6 hours 19 minutes
• On-Demand
• Paid Course

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
• 9 hours 33 minutes
• On-Demand
• Paid Course

Regression Models for Prediction

Master regression modeling techniques to build predictive models using Python, covering multiple linear, polynomial, lasso and ridge regression, along with essential model evaluation metrics and visualization methods.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Master regression modeling using Python's hana-ml client for SAP HANA, from feature extraction to model evaluation with the California housing dataset scenario.

• SAP Learning
• 1 hour 45 minutes
• On-Demand
• Free Online Course

Data Analysis with Python

19629 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
• 17 hours 2 minutes
• On-Demand
• Paid Course

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

Exploring and Analyzing Data in Python

37 ratings at DataCamp

Learn how to explore, visualize, and extract insights from data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning with caret in R

18 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available