Regression Models Courses and Certifications

Model Evaluation and Optimization

Master advanced techniques for evaluating and optimizing regression models, from cross-validation to hyperparameter tuning and regularization methods for enhanced predictive accuracy.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Career Certificate

Predictive Modeling with Python

Master predictive modeling in Python through hands-on regression analysis, data preprocessing, and advanced machine learning techniques using the California Housing Dataset.

• CodeSignal
• 13 hours
• Self-Paced
• Free Certificate
• 5 courses

Regression Analysis to Model Diamond Prices

Master regression analysis techniques to predict diamond prices through data splitting, model training, evaluation, and advanced visualization methods.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Curve Fitting with SciPy

Explore SciPy's curve fitting capabilities to model data effectively, mastering essential functions, algorithms, and techniques for precise data analysis in Python.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Visualizing Real-World Data with Claude Code

Master data visualization by partnering with Claude to explore real CSV datasets, create static and interactive plots, and refine visuals through AI-powered critique for professional analysis.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

EDUCBA

Logistic Regression with SAS: Build & Evaluate Models

Master logistic regression in SAS through hands-on model building, feature engineering, and performance evaluation for real-world classification problems.

• Coursera
• 8 hours 38 minutes
• Self-Paced
• Paid Course

Coursera

Predict and Validate Regression Models in R

Master building and validating multiple linear regression models in R, using residual plots for diagnostics and k-fold cross-validation to ensure reliable, generalizable predictions for real-world business decisions.

• Coursera
• 2 hours 25 minutes
• Self-Paced
• Paid Course

Commonly Used Biostatistical Methods for Analysing Longitudinal Data in Health Research

Use linear, logistic, Poisson and its variants regressions in the context of longitudinal studies in health, statistics and medical research.

• OpenLearning
• 24 hours
• Self-Paced
• Paid Course

statisticsmatt

General Linear Models - Regression

Comprehensive exploration of linear regression models, covering simple and multiple regression techniques, statistical inference, model diagnostics, and advanced topics for in-depth statistical analysis.

• YouTube
• 17 hours
• Self-Paced
• Free Video

PredictHealth's Insurance Data & Basic Regression

Master insurance cost prediction through data exploration, visualization, correlation analysis, and simple regression modeling with real PredictHealth datasets.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Career Certificate

Applied Regression Modeling for Insurance Costs

Master regression techniques to predict insurance costs through data exploration, visualization, and model building for accurate pricing decisions.

• CodeSignal
• 7 hours
• Self-Paced
• Free Certificate
• 3 courses

Supervised Machine Learning

This practical course is designed for individuals who utilise data to make informed decisions and wish to enhance their decision-making skills.

• OpenLearning
• 20 hours
• Self-Paced
• Paid Course

Career Certificate

Python Machine Learning

Master machine learning fundamentals through hands-on Python programming, covering regression, classification, decision trees, and ensemble methods to solve real-world data problems.

• VDCI
• 30 hours
• Self-Paced
• $1,895.00

Wharton Business and Financial Modeling Capstone

523 ratings at Coursera

Develop data-driven business strategies using quantitative models in spreadsheets. Analyze financial data, create optimal portfolios, and present recommendations in a professional PowerPoint presentation.

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

Linear Regression for Business Statistics

1369 ratings at Coursera

Learn to apply linear regression for business forecasting and prediction using Excel, covering model building, hypothesis testing, dummy variables, and advanced techniques.

• Coursera
• 1 day 2 hours 46 minutes
• Self-Paced
• Paid Course