25 Best Linear Regression Courses Online

Linear Regression in R for Public Health

Offered by Imperial College London

Welcome to Linear Regression in R for Public Health! Public Health has been defined as “the art and science of preventing disease, prolonging life and promoting health through the organized efforts of society”. Knowing w...

Linear Regression Modeling for Health Data

Offered by University of Michigan

This course provides learners with a first look at the world of statistical modeling. It begins with a high-level overview of different philosophies on the question of 'what is a statistical model' and introduces learner...

MQL5 MACHINE LEARNING: Linear Regression for Algo Trading

Simple linear regression is a statistical method used to model the relationship between two variables: an independent variable (x) and a dependent variable (y). It assumes a linear relationship between the two variables...

Python: Master House Price Prediction with Linear Regression

Offered by EDUCBA

Master the complete workflow of house price prediction with linear regression in Python through a practical, project-based learning experience. In this course, you will learn how to prepare housing datasets, apply data p...

Linear Regression with R: Build & Optimize

Offered by EDUCBA

Build a strong foundation in Linear Regression with R and learn how to develop, evaluate, and optimize predictive models for data-driven decision-making. This course takes you through a structured learning journey, begin...

Building Statistical Models in R: Linear Regression

Offered by Coursera

Welcome to this project-based course Building Statistical Models in R: Linear Regression. This is a hands-on project that introduces beginners to the world of statistical modeling. In this project, you will learn the bas...

Linear Regression & Predictive Modeling with SPSS

Offered by EDUCBA

Master the fundamentals and practical applications of linear regression while building predictive models using SPSS and Excel. In this hands-on course, you will learn how to construct regression models, interpret statist...

Introduction to Linear Regression Training

Offered by Simplilearn

This foundational course on linear regression equips you with the essential knowledge and hands-on skills to build predictive models. Begin with core ML concepts and algorithms, then progress to simple and multiple linea...

Deep Learning Foundation : Linear Regression and Statistics

Hi Everyone welcome to new course which is created to sharpen your linear regression and statistical basics. linear regression is starting point for a data science this course focus is on making your foundation strong fo...

Simple Linear Regression for the Absolute Beginner

Offered by Coursera

Hello everyone and welcome to this hands-on guided project on simple linear regression for the absolute beginner. In simple linear regression, we predict the value of one variable Y based on another variable X. X is call...

Linear Regression

Offered by University of California, Berkeley

In this course, students will be applying linear regression techniques to analyze relationships, predict outcomes, and model trends, using Python to guide data-driven business strategies.

Data Science: Linear Regression

Offered by Harvard University

Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.

Python and Statistics for Financial Analysis

Offered by The Hong Kong University of Science and Technology

Course Overview: https://youtu.be/JgFV5qzAYno Python is now becoming the number 1 programming language for data science. Due to python’s simplicity and high readability, it is gaining its importance in the financial indu...

Regression Modeling in Practice

Offered by Wesleyan University

This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables...

Statistical Modeling for Data Science Applications

Offered by University of Colorado Boulder

Statistical modeling lies at the heart of data science. Well crafted statistical models allow data scientists to draw conclusions about the world from the limited information present in their data. In this three credit s...

Accounting Data Analytics with Python

Offered by University of Illinois Urbana-Champaign

This course focuses on developing Python skills for assembling business data. It will cover some of the same material from Introduction to Accounting Data Analytics and Visualization, but in a more general purpose progra...

AI Workflow: Machine Learning, Visual Recognition and NLP

Offered by IBM

This is the fourth course in the IBM AI Enterprise Workflow Certification specialization.    You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a wo...

Modeling Climate Anomalies with Statistical Analysis

Offered by University of Colorado Boulder

This course introduces the use of statistical analysis in Python programming to study and model climate data, specifically with the SciPy and NumPy package. Topics include data visualization, predictive model development...

Practical Data Science for Data Analysts

Offered by Corporate Finance Institute

This specialization covers essential skills in Python programming, data preparation, and foundational machine learning techniques such as linear regression and classification, providing a well-rounded introduction to dat...

Introduction to Predictive Modeling

Offered by University of Minnesota

Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s Analytics for Decision Making specialization. This course will introduce to you the concepts, processes, and applications...

Mathematics for Machine Learning: Multivariate Calculus

Offered by Imperial College London

This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slop...

Quantifying Relationships with Regression Models

Offered by Johns Hopkins University

This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivari...

Statistics and Applied Data Analysis

Offered by University of Colorado Boulder

A comprehensive understanding of statistics and data analysis is paramount for the fields of data science, data analytics, and machine learning. In the first course of this specialization, you will learn traditional and...

Statistical Analysis with R for Public Health

Offered by Imperial College London

Statistics are everywhere. The probability it will rain today. Trends over time in unemployment rates. The odds that India will win the next cricket world cup. In sports like football, they started out as a bit of fun bu...

Advanced Statistics for Data Science

Offered by Johns Hopkins University

Fundamental concepts in probability, statistics and linear models are primary building blocks for data science work. Learners aspiring to become biostatisticians and data scientists will benefit from the foundational kno...