Free online
Learn Regression Analysis online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Great Learning
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…
DeepLearning.AI
In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural ne…
Great Learning
In this excel regression analysis course, you will learn the basic concepts and its importance in predictive modeling. You will understand the difference between Simple vs Multiple Regression and how they work. You will gain hands-on knowledge of regression using excel. Check out our PG Course in M…
DeepLearning.AI
In the first course of the Machine Learning Specialization, you will: • Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. • Build and train supervised machine learning models for prediction and binary classification tasks, including linear regr…
IIT Kanpur
Mathematics course by Prof. Shalabh.
DeepLearning.AI
In the third course of the Machine Learning Specialization, you will: • Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection. • Build recommender systems with a collaborative filtering approach and a content-based deep learning method. • Build a…
Great Learning
Support vector machines or support vector networks are models based on supervised learning models that are primarily used for classification and regression analysis. Support vector machine or SVM is a robust and highly efficient prediction method with a firm foundation in statistical methods It was…
DeepLearning.AI
Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through programming. And so, in this specialization, you’ll apply the math concepts you lear…
MIT OpenCourseWare
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 OpenCourseWare
This course is a self-contained introduction to statistics with economic applications. Elements of probability theory, sampling theory, statistical estimation, regression analysis, and hypothesis testing. It uses elementary econometrics and other applications of statistical tools to economic data.…
Stanford Online
Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate test…
IBM
This course covers key supervised machine learning topics in regression analysis. You’ll learn to train and test regression models. Ideal for aspiring data scientists and machine learning engineers.
Welcome to this core Machine Learning course for beginners! This course is designed to help you build a solid foundation in machine learning, focusing on core concepts and in-depth explanations of regression analysis, which is often overlooked in other courses. Whether you're a beginner or someone…
Google
You’re almost there! This is the sixth course in the Google Advanced Data Analytics Certificate. In this course, you have the opportunity to complete an optional capstone project that includes key concepts from each of the six preceding courses. During this capstone project, you'll use your new ski…
IE University
Learn how predictive analytics can be used to achieve business goals, drive decision-making, and develop customized strategies with IE University.
Alison
Regression analysis is a powerful statistical tool, used in data analysis for the examination of the relationship between two or more variables. This free online course describes the confusion matrix and receiver operating characteristics curve that are commonly used in regression analysis. You wil…
University of Washington
Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just one of the many places where regression can be applied. Ot…
