Logistic Regression Courses and Certifications

Intermediate Regression with statsmodels in Python

596 ratings at DataCamp

Linear regression and logistic regression are the two most widely used statistical models and act like master keys, unlocking the secrets hidden in datasets.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Linear Classifiers in Python

344 ratings at DataCamp

In this course you'll learn all about using linear classifiers, specifically logistic regression and support vector machines, with scikit-learn.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

R Programming 101

Logistic Regression using R Programming

Master logistic regression in R through hands-on modeling, from simple models to handling confounding variables, interactions, and collinearity assumptions.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Generalized Linear Models in R

200 ratings at DataCamp

Linear regression serves as a workhorse of statistics, but cannot handle some types of complex data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Generalized Linear Models in Python

146 ratings at DataCamp

Imagine being able to handle data where the response variable is either binary, count, or approximately normal, all under one single framework.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Credit Risk Modeling in R

88 ratings at DataCamp

This hands-on-course with real-life credit data will teach you how to model credit risk by using logistic regression and decision trees in R.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Classification – Fundamentals & Practical Applications

69 ratings at Corporate Finance Institute

This course provides a comprehensive overview of classification problems, solutions, and interpretations along with walkthroughs of real-world scenarios

• Corporate Finance Institute
• 1 hour 28 minutes
• Self-Paced
• Paid Course

Loan Default Prediction with Machine Learning

69 ratings at Corporate Finance Institute

Combine a data set with basic Machine Learning skills to predict which customers are likely to default on their loans

• Corporate Finance Institute
• 3 hours 56 minutes
• Self-Paced
• Paid Course

HR Analytics: Predicting Employee Churn in R

24 ratings at DataCamp

Organizational growth largely depends on staff retention.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Classification Models

9 ratings at Udacity

Learn how to use classification predictive models to solve business problems involving non-numeric data.

• Udacity
• 5 hours
• Self-Paced
• Free Online Course

Mode

Statistics for Data Science

Learn the statistical concepts and techniques you need to conduct rigorous inferential analysis and draw accurate conclusions from data sets.

• Udacity
• 4 weeks
• Self-Paced
• Free Online Course

Great Learning

Linear Regression vs Logistic Regression - Learn Data Science

This video teaches Linear Regression, Logistic Regression and the key differences between both with a variety of demonstrations & examples to help you get started on the right foot.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Julia Silge

Fit and Predict With Logistic Regression for Bird Bath Observations in Australia

Learn core modeling workflows in tidymodels by fitting, evaluating, and predicting bird observations with logistic regression.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

Learn regression analysis for machine learning through case studies of linear and logistic regression.

• YouTube
• 4 hours 57 minutes
• Self-Paced
• Free Video

Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

Learn how logistic regression and Naive Bayes classify data using probabilistic and linear approaches.

• YouTube
• 2 hours 58 minutes
• Self-Paced
• Free Video