Multiple Linear Regression Courses and Certifications

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
• On-Demand
• Paid Course

Six Sigma Black Belt Level Regression Analysis

550 ratings at Udemy

Get ready for ASQ & IASSC Six Sigma Black Belt Certification BoK Topic | Get a Primer on Predictive Modeling

• Udemy
• 2 hours 16 minutes
• On-Demand
• Free Online Course

Regression and Classification

16 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

• Coursera
• 1 day 10 hours 50 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

Linear Regression

30 ratings at Coursera

Learn to apply linear regression techniques using R, covering simple and multiple regression, qualitative predictors, and statistical inference for data-driven career applications.

• Coursera
• 1 day 3 hours 3 minutes
• On-Demand
• Paid Course

Introduction to Linear Regression Training

Master linear regression fundamentals and apply predictive models to real-world business scenarios, including profit estimation case studies for data-driven decision-making.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

EDUCBA

Linear Regression with R: Build & Optimize

Master linear regression fundamentals and advanced techniques in R, building simple to multiple models, applying dummy variables, and optimizing through backward elimination for real-world data analysis.

• Coursera
• 6 hours 33 minutes
• On-Demand
• Paid Course

Coursera

Nail Regression & Classification

Master predictive modeling through regression diagnostics, advanced classification methods, and systematic model evaluation for business-critical decisions.

• Coursera
• 3 hours 16 minutes
• On-Demand
• Paid Course

R Programming 101

Multiple Regression Analysis - From Simple Linear to Complex Models

Master multiple regression analysis in R, covering variable selection, confounding, collinearity, outliers, interactions, and assumption validation for robust statistical modeling.

• YouTube
• 2 hours 19 minutes
• On-Demand
• Free Video

Learn to build, implement, and evaluate linear regression models for predicting future values based on existing data. Gain practical skills in creating and assessing machine learning models.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

5 Minutes Engineering

Machine Learning and Neural Networks: Simple and Multiple Linear Regression - Day 5

Learn simple and multiple linear regression techniques for machine learning and neural networks, covering key concepts and practical applications.

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

Learn the basics of Machine Learning in this introductory course.

• Codecademy
• 20 hours
• On-Demand
• Free Trial Available

IIT Kanpur;  NPTEL

Data Analysis and Decision Making - I

Explore multivariate analysis techniques for decision-making, including distributions, regression, factor analysis, and more. Gain practical skills applicable to various industries and research fields.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

IIT Kharagpur;  NPTEL

Applied Multivariate Statistical Modeling

Learn to analyze and interpret multivariate data for decision-making. Covers statistical models, parameter estimation, error analysis, and real-life problem-solving in various fields like engineering, management, and data science.

• Swayam
• 12 weeks, 3-4 hours a week
• On-Demand
• Free Online Course

Great Learning

Linear Regression Full Course

This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression.

• YouTube
• 3 hours 52 minutes
• On-Demand
• Free Video