Free
CourseMachine Learning: Logistic Regression
Predict the probability that a datapoint belongs to a given class with Logistic Regression.
Skill level
BeginnerTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary3 hoursCertificate of completion
Included with paid plansPrerequisites
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 quizzesProjects in this course
Machine Learning: Logistic Regression course ratings and reviews
152 ratings
- 5 stars
- 4 stars
- 3 stars
- 2 stars
- 1 star
- The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.ChrisCodecademy Learner @ USA
- I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.RodrigoCodecademy Learner @ UK
- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
Our learners work at
Join over 50 million learners and start Machine Learning: Logistic Regression today!
Looking for something else?
Related resources
- Article
Regression vs. Classification
Learn about the two types of Supervised Learning algorithms. - Article
What is Scikit-Learn?
Open-source ML library for Python. Built on NumPy, SciPy, and Matplotlib. - Article
Introduction to Regression Analysis
This article is a brief introduction to the formal theory (otherwise known as Math) behind regression analysis.
Related courses and paths
- Skill path
Build a Machine Learning Model
Learn to build machine learning models with Python.Includes 10 CoursesWith CertificateBeginner Friendly20 hours - Free course
Simple Linear Regression
Learn how to fit and interpret linear regression with a single predictor variableBeginner Friendly2 hours - Free course
Machine Learning: Introduction with Regression
Get started with machine learning and learn how to build, implement, and evaluate linear regression models.Beginner Friendly3 hours
Browse more topics
- Python4,591,206 learners enrolled
- Data Science5,858,251 learners enrolled
- Machine Learning1,029,681 learners enrolled
- Code Foundations13,310,036 learners enrolled
- For Business9,812,048 learners enrolled
- Computer Science7,537,798 learners enrolled
- Web Development6,944,213 learners enrolled
- Cloud Computing4,156,711 learners enrolled
- Data Analytics3,963,322 learners enrolled
Unlock additional features with a paid plan
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.