Linear Regression Courses and Certifications

Statistics is Fun A.H

Multiple Regression and Correlation

Learn to prove partial correlation coefficient formulas, calculate variances, and derive multiple regression equations using standard deviations and correlation coefficients.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Career Certificate

Python for Data Science Masterclass

290 ratings at Noble Desktop

Master Python programming fundamentals through advanced data science techniques, from data handling to machine learning, using NumPy, Pandas, Matplotlib, and scikit-learn.

• Noble Desktop
• 60 hours
• Self-Paced
• $2,995.00

Great Learning

Linear Regression in Machine Learning - Linear Regression Algorithm

This video teaches Linear Regression and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

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

ExcelIsFun

Basic Excel Business Analytics - Forecasting with Linear Regression: Trend & Seasonal Pattern

Learn advanced Excel forecasting techniques using linear regression for trend and seasonal pattern analysis, including FORECAST function and multiple regression with categorical variables.

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

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

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

Python Machine Learning Bootcamp

108 ratings at Noble Desktop

Master machine learning fundamentals through hands-on Python programming, covering regression analysis, classification algorithms, and essential data science techniques for real-world problem-solving.

• Noble Desktop
• 30 hours
• Self-Paced
• $1,895.00

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

Correlation and Regression in R

Learn how to describe relationships between two numerical quantities and characterize these relationships graphically.

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

Introduction to Regression in R

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis in R.

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

Introduction to Regression with statsmodels in Python

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.

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

Introduction to TensorFlow in Python

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

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

Supervised Learning in R: Regression

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

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

Intermediate Regression in R

Learn to perform linear and logistic regression with multiple explanatory variables.

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