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
Approx. 1 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.
The platform
Hands-on learning
Don’t just watch or read about someone else coding — write your own code live in our online, interactive platform. You’ll even get AI-driven recommendations on what you need to review to help keep you on track.
Machine Learning: Perceptrons course ratings and reviews
67 ratings
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- 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
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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.
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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.