Simple Linear Regression Courses and Certifications

R, ggplot, and Simple Linear Regression

3902 ratings at Udemy

Begin to use R and ggplot while learning the basics of linear regression

• Udemy
• 2 hours 14 minutes
• Self-Paced
• Free Online Course

Coursera

Simple Linear Regression for the Absolute Beginner

67 ratings at Coursera

Learn to predict one variable based on another using simple linear regression, applicable across industries. Gain practical skills for your portfolio and future interviews.

• Coursera
• 2 hours 4 minutes
• Self-Paced
• Paid Course

Simple Linear Regression

34 ratings at Codecademy

Explore fitting and interpreting linear regression with a single predictor variable using Python, focusing on model creation, interpretation, and effective communication of findings.

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

Regression Analysis – Fundamentals & Practical Applications

89 ratings at Corporate Finance Institute

Explore the Essentials of Linear Regression: Building and Applying Models in Excel and Python for Real-World Data Analysis Delve into the core principles of linear regression analysis and its significance in understanding variable relationships

• Corporate Finance Institute
• 2 hours 29 minutes
• Self-Paced
• Paid Course

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

Fields Institute

Differentially Private Simple Linear Regression

Explore advanced techniques for protecting data privacy in statistical analysis, focusing on simple linear regression methods and their applications.

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

AnalystPrep

Simple Linear Regression - Part I - 2025 CFA Level I Exam - Quantitative Methods

Master simple linear regression for the CFA Level I exam, including model description, least squares estimation, assumptions, residual analysis, and measures of fit.

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

jbstatistics

Simple Linear Regression

Learn to analyze relationships between variables using linear regression, covering model interpretation, assumptions, inference, and practical applications.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Simple Linear Regression Model Building

Build a simple linear regression model by loading data, exploring its structure, and fitting a regression line, with a comprehensive model summary.

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

NPTEL-NOC IITM

Simple Linear Regression Model Assessment - Continued

Assess simple linear regression models through continued exploration of key concepts and techniques for evaluating model performance and validity.

• YouTube
• 14 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

All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]

399 ratings at Udemy

Complete hands-on Machine Learning Course with Data Science, NLP, Deep Learning and Artificial Intelligence

• Udemy
• 17 hours 43 minutes
• Self-Paced
• Paid Course