Free
CourseMachine Learning: Logistic Regression
Predict the probability that a datapoint belongs to a given class with Logistic Regression.
This course includes
This course includes
Skill level
BeginnerTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary3 hoursProjects
2Prerequisites
None
About this course
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.
Skills you'll gain
Prepare data for a Logistic Regression model
Implement and assess Logistic Regression models
Solve problems like disease identification and customer conversion
Syllabus
2 lessons • 2 projects • 2 quizzesCertificate of completion available with Plus or Pro
Earn a certificate of completion and showcase your accomplishment on your resume or LinkedIn.
Projects in this course
- practice Project
Predict Titanic Survival
In this project you will use a Logistic Regression model to predict whether or not a passenger survived the sinking of the RMS Titanic. - practice Project
Income Classification using Logistic Regression
Use Logistic Regression to classify income levels of adults Census Income Data!
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Machine Learning: Logistic Regression course ratings and reviews
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- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.