Linear Regression Courses and Certifications

statisticsmatt

General Linear Models - Design of Experiments

Master the design of experiments and estimability with this 22-hour online program by statisticsmatt, covering topics like ANOVA, regression, and covariance analysis.

• YouTube
• 22 hours
• On-Demand
• Free Online Course

Linear Regression Analysis and Forecasting

Learn linear regression analysis and forecasting with NIOS. Master hypothesis testing, model estimation, diagnostics, and software implementation in 12 hours.

• YouTube
• 12 hours
• On-Demand
• Free Online Course

Great Learning

Linear Regression Analysis - Linear Regression Python - Machine Learning

In this tutorial, we have covered all the topics such as, What is Linear Regression, Single Linear Regression, What are its advantages and much more, that will help you to understand this concept with ease.

• YouTube
• 50 minutes
• On-Demand
• Free Online Course

Great Learning

Linear Regression in Python - Machine Learning - Linear Regression Algorithm

Dive into linear regression with Python in this 2-3 hour tutorial by Great Learning. Learn simple and multiple linear regression, with step-by-step examples and practical implementation in Excel and Python.

• YouTube
• 2 hours 3 minutes
• 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 Online Course

Great Learning

Linear Regression Machine Learning - Linear Regression in R and Python

This “Linear Regression” Tutorial by Great Learning would help you to comprehensively learn all the underlying concepts of Linear Regression. You will also learn how to implement linear regression in both R language and Python language

• YouTube
• 36 minutes
• On-Demand
• Free Online Course

Serrano.Academy

Linear Regression - A Friendly Introduction

Serrano.Academy offers a beginner-friendly introduction to linear regression, requiring minimal math and focusing on visual understanding, in under an hour.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Linear Regression with NumPy and Python

987 ratings at Coursera

Learn Linear Regression using Python and NumPy with Coursera Project Network. Implement machine learning algorithms from scratch for a deeper understanding of the fundamentals.

• Coursera
• 1 hour 40 minutes
• On-Demand
• Paid Course

Linear Regression with Python

421 ratings at Coursera

Learn to implement Linear Regression using Python and Numpy in this 2-hour project-based course offered by Coursera Project Network. Ideal for those aiming to break into Machine Learning.

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

Simple Linear Regression for the Absolute Beginner

23 ratings at Coursera

Learn simple linear regression with Coursera's hands-on project, ideal for beginners. Enhance your portfolio and job prospects in just 2-3 hours.

• Coursera
• 2 hours 4 minutes
• On-Demand
• Paid Course

Great Learning

Linear Regression in Machine Learning - Machine Learning Tutorial

Dive into the world of machine learning with Great Learning's 2-3 hour program, focusing on linear regression and its implementation in Python. Earn a free certificate upon completion.

• YouTube
• 2 hours 15 minutes
• On-Demand
• Free Online Course

The Analytics Edge

80 reviews

Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.

• edX
• 13 weeks, 10-15 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Gehaltsvorhersage mit Linearer Regression in R

Learn to create and use a simple linear regression model in R to predict data scientist salaries with Coursera's 2-3 hour course. Basic R knowledge required.

• Coursera
• 2 hours 15 minutes
• On-Demand
• Paid Course

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Regression Models

33 reviews

Learn regression analysis, least squares, and inference using regression models. Explore ANOVA, ANCOVA, model selection, and scatterplot smoothing. Offered by Johns Hopkins University. 4 weeks long.

• Coursera
• 54 hours
• On-Demand
• Free Online Course (Audit)