Regression Analysis Courses and Certifications

Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.

• YouTube
• 4 hours 57 minutes
• On-Demand
• Free Video

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

Regression Analysis - Theory and Applications in Finance - Lecture 11

Explore advanced regression techniques including ridge, lasso, and principal components methods with applications to ETF analysis and Capital Asset Pricing Model validation.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Gautam Varde

Regression Analysis - Advanced Mathematics for Engineering and Business

Explore regression analysis, its applications, and solve numerical problems in this advanced mathematics tutorial for engineering and business students.

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

AnalystPrep

Regression Hedging and Principal Component Analysis - FRM Part 2 2025 - Book 1 - Chapter 11

Master regression hedging techniques, DV01-neutral hedge drawbacks, and principal component analysis for constructing effective hedging portfolios in this FRM Part 2 preparation.

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

Diving Deep into Regression

Master advanced regression techniques from polynomial to elastic net, with hands-on practice using real datasets for predictive modeling and performance optimization.

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

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

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
• On-Demand
• Free Certificate

Microcredential

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
• On-Demand
• Free Certificate
• 3 courses

Intro to Statistics

39 reviews

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
• On-Demand
• Free Online Course

From Data to Decisions: Making Predictions with AI

17 ratings at Coursera

Master predictive analytics using AI tools to run regression models, interpret statistical outputs, and transform raw data into actionable business insights and accurate forecasts.

• Coursera
• 1 hour 45 minutes
• On-Demand
• Paid Course

Regression Modeling for Marketers

Elevate marketing skills with regression analysis, data visualization, and advanced statistical techniques for quantifying, explaining, and predicting marketing outcomes and consumer behavior.

• Coursera
• 19 hours 9 minutes
• On-Demand
• Paid Course

Multiple Regression Analysis in Public Health

323 ratings at Coursera

Extend simple regression to predict outcomes using multiple variables. Practice interpreting data and performing calculations on real studies in public health and biostatistics.

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

Complete Linear Regression Analysis in Python

1565 ratings at Udemy

Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also

• Udemy
• 7 hours 35 minutes
• On-Demand
• Paid Course

Excel Analytics: Linear Regression Analysis in MS Excel

1212 ratings at Udemy

Linear Regression analysis in Excel. Analytics in Excel includes regression analysis, Goal seek and What-if analysis

• Udemy
• 4 hours 3 minutes
• On-Demand
• Paid Course