Free
CourseMachine Learning: Perceptrons
Level up your machine learning skills by learning how to build perceptrons: the foundations of neural networks.
Skill level
BeginnerTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary1 hourCertificate of completion
Included with paid plansPrerequisites
None
About this course
Continue your Machine Learning journey with Machine Learning: Perceptrons. Learn how to create a perceptron from scratch, set weights, and manage error.
Skills you'll gain
Explain what a perceptron is and how it relates to a neural network
Build a perceptron
Improve your perceptron’s performance
Syllabus
Perceptron
Learn about the most basic type of neural net, the single neuron perceptron! You will use it to divide linearly-separable data.
Machine Learning: Perceptrons course ratings and reviews
76 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: Perceptrons today!
Looking for something else?
Related resources
- Article
What are Neural Networks?
An artificial neural network is an interconnected group of nodes, an attempt to mimic to the vast network of neurons in a brain. - Article
What Is Deep Learning?
A quick overview of deep learning and its applications - Article
Dangers of the Black Box
Deep learning models have deep implications.
Related courses and paths
- Free course
Build a Machine Learning Pipeline
Learn how to build machine pipelines that automate your workflow and keep everything consistent.Intermediate1 hour - Skill path
Intermediate Machine Learning
Level up your machine learning skills with tuning methods, advanced models, and dimensionality reduction.Includes 5 CoursesWith CertificateIntermediate8 hours - Career path
Machine Learning/AI Engineer
Machine Learning/AI Engineers build end-to-end ML applications and power many of the apps we use every day. They work in Python, Git, & ML.Includes 7 CoursesWith CertificateIntermediate45 hours
Browse more topics
- Python4,591,206 learners enrolled
- Data Science5,858,251 learners enrolled
- Machine Learning1,029,681 learners enrolled
- AI2,757,523 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
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.