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Linear Regression courses 81

Learn Linear Regression online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Great Learning

Introduction to Machine Learning

4.56,438 ratings

This Machine Learning course provides a comprehensive foundation in both supervised and unsupervised learning, with a focus on key concepts such as linear regression, data preprocessing, and model evaluation. You'll learn essenti…

  • Great Learning Academy
  • 17 hours
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

Harvard University

Data Science: Linear Regression

4.130 ratings

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

  • edX
  • 8 weeks, 2 - 3 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

Great Learning

Regression Analysis Using R

4.5598 ratings

Predictive Modeling and Analytics - Regression is designed to help you better understand the basic concepts and cater to your queries on the subject. The course introduces you to predictive modeling and takes you through simple linear regression, best fit line, multiple linear regression, linear re…

  • Great Learning Academy
  • 2.5 hours
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

IBM

Linear Regression with PyTorch

Covers Artificial Intelligence, General Statistics, PyTorch.

  • Cognitive Class
  • 7 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

StatQuest

Logistic Regression

These videos pick up where Linear Regression and Linear Models leave off. Now, instead of predicting something continuous, like age, we can predict something discrete, like whether or not someone will enjoy the movie Troll 2.

Video playlist
  • YouTube
  • 9 videos, 2 hours
  • Self-paced
  • Free video

Duke University

Linear Regression and Modeling

4.81,793 ratings

This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores?…

  • Coursera
  • 4 weeks of study, 5-7 hours/week
  • Self-paced
  • Paid certificate

Rice University

Linear Regression for Business Statistics

4.81,370 ratings

Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. Regression is the engine behind a multitude of data analytics applications used for many forms of forecasting and prediction. This is the fourth course in the specialization, "Business Statistics…

  • Coursera
  • 4 weeks of study
  • Self-paced
  • Paid certificate

StatQuest

Linear Regression and Linear Models

These videos teach the basics relating to one of statistics most powerful tools. Linear Regression and Linear Models allow us to use continuous values, like weight or height, and categorical values, like favorite color or favorite movie, to predict a continuous value, like age.

Video playlist
  • YouTube
  • 9 videos, 2 hours
  • Self-paced
  • Free video

MIT OpenCourseWare

Introduction to Probability and Statistics

This course provides an elementary introduction to probability and statistics with applications. Topics include basic combinatorics, random variables, probability distributions, Bayesian inference, hypothesis testing, confidence intervals, and linear regression. These same course materials, includi…

  • MIT
  • 14 weeks, 14 hours/week
  • Self-paced
  • Free course
  • Advanced

IBM

Deep Learning with TensorFlow and Keras

4.418 ratings

Become proficient with tensor operations in PyTorch. Learn how to build and train linear regression models from scratch, apply logistic regression for classification tasks, and handle data efficiently while optimizing models using gradient descent techniques.

  • edX
  • 5 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

MIT OpenCourseWare

Machine Learning

6.867 is an introductory course on machine learning which gives an overview of many concepts, techniques, and algorithms in machine learning, beginning with topics such as classification and linear regression and ending up with more recent topics such as boosting, support vector machines, hidden Ma…

  • MIT
  • Self-paced
  • Free course
  • Advanced

Johns Hopkins University

Quantifying Relationships with Regression Models

4.624 ratings

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 bivariate regression model, which estimates the relationship between an independent a…

  • Coursera
  • 4 weeks of study, 2-4 hours per week
  • Self-paced
  • Paid certificate

CodeWithHarry

Machine Learning Tutorials For Beginners Using Python In Hindi

In this series, I have covered various Machine learning techniques for beginners. I have tried to cover all the ML Algorithms like linear regression, support vector machines, decision trees including the intricacies like how a linear regression works and how it evaluates loss for getting correct pr…

Video playlist
  • YouTube
  • 23 videos, 10 hours
  • Self-paced
  • Free video

The London School of Economics and Political Science

Statistics 1 Part 2: Statistical Methods

3.912 ratings

The second in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

  • edX
  • 5 weeks, 11 - 14 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Great Learning

Linear Regression

4.3428 ratings

In today's world, where we are surrounded by data, it becomes vital that it can be used to its fullest to understand the power of insights that can drive businesses to success. Machine learning is a domain that helps us do just that, among other essential applications. So, what is Linear Regression…

  • Great Learning Academy
  • 1.5 hours
  • Self-paced
  • Free course
  • Free certificate
  • Beginner

MIT OpenCourseWare

Statistical Thinking and Data Analysis

This course is an introduction to statistical data analysis. Topics are chosen from applied probability, sampling, estimation, hypothesis testing, linear regression, analysis of variance, categorical data analysis, and nonparametric statistics.

  • MIT
  • Self-paced
  • Free course
  • Advanced

Indian Institute of Management Bangalore

Predictive Analytics

Master the tools of predictive analytics in this statistics based analytics course.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

Imperial College London

Linear Regression in R for Public Health

4.8533 ratings

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 what causes disease and what makes it worse are clearly vital parts of this. Thi…

  • Coursera
  • 4 weeks of study 3-5 hours per week
  • Self-paced
  • Paid certificate

Delft University of Technology

AI skills for Engineers: Supervised Machine Learning

4.010 ratings

Learn the fundamentals of machine learning to help you correctly apply various classification and regression machine learning algorithms to real-life problems using the Python toolbox scikit-learn.

  • edX
  • 6 weeks, 5 - 7 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

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