Multiple Linear Regression Courses and Certifications

NPTEL-NOC IITM

Multiple Linear Regression

Explore multiple linear regression techniques for analyzing relationships between multiple variables and predicting outcomes in statistical modeling.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Multiple Linear Regression: Model Building and Selection

Build and select multiple linear regression models through data loading, visualization, and iterative model refinement using R.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Multiple Linear Regression Model and Application of F Statistics - Part 5

Explore multiple linear regression models and apply F statistics in advanced statistical analysis. Enhance your understanding of complex data relationships and hypothesis testing.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Multiple Linear Regression Model and Application of F Statistics - Part 2

Explore advanced concepts of multiple linear regression and F-statistics, enhancing statistical analysis skills for complex data modeling.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

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

Codeynamics

Multiple Linear Regression with Scikit-learn in Python - Supervised Machine Learning

Master multiple linear regression techniques in Python using scikit-learn, from data preprocessing to model evaluation and prediction implementation.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Build and interpret predictive models using multiple variables in Python. Learn to create, analyze, and communicate findings from multiple linear regression models for data science applications.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

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
• Self-Paced
• Free Video

Career Certificate

Biostatistics in Public Health

2446 ratings at Coursera

Comprehensive biostatistics primer for healthcare professionals, equipping learners to interpret scientific literature and participate in research teams across public health and related fields.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Multiple and Logistic Regression in R

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classification.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Modeling with Data in the Tidyverse

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

NPTEL-NOC IITM

Instrumental Variable Estimation for Multiple Linear Regression Models - Part IV

Explore IV techniques for MLRM, generalized MLRM, multiple instruments, and endogenous variables in econometric modeling.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Least Squares Method for Simple and Multiple Linear Regression

Explore the fundamentals of linear regression, including regression lines, hyper-planes, and the essential least squares method for statistical modeling.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Linear Regression and Modeling

1787 ratings at Coursera

Explore simple and multiple linear regression models using R. Learn to fit, examine, and utilize regression for analyzing relationships between variables and making predictions.

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

Six Sigma: Certified Lean Six Sigma Black Belt | Accredited

10780 ratings at Udemy

Master Lean Six Sigma Black Belt tools | Training and certification | 100k+ Lean Six Sigma Black Belt certified. Credits

• Udemy
• 7 hours 22 minutes
• Self-Paced
• Paid Course