Machine Learning: Logistic Regression

Predict the probability that a datapoint belongs to a given class with Logistic Regression.
Continue your Machine Learning learning journey with Machine Learning: Logistic Regression. Learn how to implement and evaluate Logistic Regression models, and interpret the probabilities it returns. Use these skills to predict the class of new data points.


* Prepare data for a Logistic Regression model

* Implement and assess Logistic Regression models

* Solve problems like disease identification and customer conversion

• Logistic Regression: Find the probability of data samples belonging to a specific class with one of the most popular classification algorithms.
• Lesson: Logistic Regression
• Quiz: Logistic Regression
• Project: Predict Titanic Survival
• Logistic Regression II: Learn about the assumptions behind the logistic regression algorithm, prediction thresholds, ROC curves and class imbalance.
• Lesson: Logistic Regression II
• Quiz: Logistic Regression II
• Project: Income Classification using Logistic Regression
• Informational: Next Steps