Linear Regression is a statistical way of measuring the relationship between the variables. Such as time increases, so does cost. It is perhaps one of the most well known statistical analysis techniques by using Linear Regression to plot a trend line in data points. This trend line could be stock price, share market analysis, analysis of demand for any product, rate of any product or anything else. This approach is used by business analysts to predict problems based on statistics and to find the best suitable fit for that problem. Scope and demand for Linear Regression are very high in the industry. For the sake of your convenience, we gathered in one place information on the best Linear Regression courses available online. Based on the content and quality they are paid or free. The objective of each course is to provide you the best learning of linear regression.
3 Best Linear Regression Courses Available Online
- Statistics: Linear Regression in Python on Udemy.
- Linear Regression and modeling by the University of Duke on coursera.
- Data Science: Linear Regression by Harvard University on edx.
1. Statistics: Linear Regression in Python on Udemy.
Udemy brings you an opportunity to learn linear regression for Scratch and build your working program in Python for data analysis. If you know the basic Python programming and know how to take derivation using calculus then this course is for you, it will help you to learn how to use python for linear regression. This course is one of the most advanced courses on linear aggression.
Through this course, you will learn how to derive and solve a linear regression model and, apply it for data science problems, and learn to make a program of your version of the linear regression model in Python. This course is divided into 6 sections covered in 50 lectures with a total playtime of 6 hours each lecture is followed by a quiz and after every learning, there is an assignment to enhance your learning all these makes this course the most effective one. The instructor of this course is the Lazy program Inc.
Time Period of the course – 6 hours (on-demand video)
Ranking – 4.6 out of 5
Course Provider – Udemy
Course Available on – Udemy
2. Linear Regression and modeling by Duke University on coursera.
Duke University brings you a course of Linear Regression on Coursera. In this course, you will learn the basic theories behind the Linear Regression. It introduces simple and multiple linear regression models. These models allow you to access the relationship between a data set and a continuous response variable. This course is divided into 4 weeks module program which includes Linear Regression and Modeling, Multiple Regression, Model selection and Model diagnostics followed by quizzes and assignments at the end of every module and a final project based on a real business problem. Based on your performance in the project you’ll be awarded a certificate.
After completion of this course, you’ll be able to use Linear Regression for solving not only complex business problems but also basic problems related to the variation of cost and time. The instructor of this course is Mine Centinkaya Rundel Associate Professor of the practice (Department of Statistical Science).
Time Period of the course – 14 Hours (Suggested in 4 weeks)
Ranking – 4.7 out of 5
Course Provider – Duke University
Course Available on – Coursera
3. Data Science: Linear Regression by Harvard University on edx.
Under the flag of Harvard University, this course on Linear Regression could be the best option for you and the best part about this course is that it is free of cost available on edx. If you are a beginner and want to learn linear regression this could be the best platform for you. This course, part of Professional certificate programs in Data Science covers how to implement linear regression. Professor Rafael Irizarry professor of Biostatics from Harvard university will help you to implement linear regression in real business problems.
He will be giving you assignments to further enhance your learning capabilities of linear regression. In this course, you’ll learn how to examine the relationships between variables by implementing linear regression in R, How linear regression was originally developed by Galton. There is a project at the end of the course and you will be awarded a certificate based on your performance.
Time Period of the course – 8 Weeks (1-2 hours per week)
Ranking – 4.6 out of 5
Course Provider – Harvard University
Course Available on – edx
Here was a brief description of the3 Best Linear Regression Courses Online which can turn out to be really effective when learned with the true and required dedication. you can also go for other courses like Best Web Designing Online Courses, Best XCode 9 Online Courses, etc. Happy learning.!
