Free
CourseMachine Learning: Perceptrons
Level up your machine learning skills by learning how to build perceptrons: the foundations of neural networks.
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 vary1 hourProjects
1Prerequisites
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.
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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
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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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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
Understanding Neural Networks and Their Components
Discover the neural network architecture and its core components to understand how they work. - Article
Long Short Term Memory Networks
Long short-term memory networks (LSTMs) are often used in deep learning programs for natural language processing.
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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.