Regression Models Courses and Certifications

Regression Models

33 ratings

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
• Self-Paced
• Paid Course

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 ratings

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
• Self-Paced
• Paid Course

Customer Analytics

18 ratings

Explore key areas of customer analytics: descriptive, predictive, and prescriptive. Learn to collect data, interpret patterns, make predictions, and optimize decisions for effective data-driven marketing strategies.

• Coursera
• 14 hours 18 minutes
• Self-Paced
• Paid Course

Intro to Statistics

39 ratings

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks
• Self-Paced
• Free Online Course

Career Certificate

Data Science

9 ratings

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/week
• Self-Paced
• Paid Course
• 11 courses

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
• Self-Paced
• Free Certificate

Marketing Analytics

12 ratings

Measure, manage, and analyze marketing performance to maximize effectiveness and ROI. Learn to evaluate brand assets, customer lifetime value, and design experiments for data-driven decision-making.

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

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
• Self-Paced
• Paid Course

Excel Regression Models for Business Forecasting

112 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

EDUCBA

Regression & Logistic Models in Excel & Minitab

Master advanced regression techniques and logistic modeling using Excel & Minitab for real-world business applications and predictive analytics.

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

Coursera

Regression: Identify Assumptions & Apply Models

Master regression model validation through hands-on practice with OLS assumptions, residual analysis, and diagnostic interpretation in RStudio for trustworthy results.

• Coursera
• 2 hours 1 minute
• Self-Paced
• Paid Course

EDUCBA

Analyze Advanced Data Using Minitab Regression Models

Master advanced statistical modeling with Minitab through hands-on regression analysis, decision trees, and real-world business applications for data-driven insights.

• Coursera
• 8 hours 33 minutes
• Self-Paced
• Paid Course

Fundamentals of Quantitative Modeling

5 ratings

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
• Self-Paced
• Paid Course