Machine Learning
1,608 learners
Neural Networks Basics from Scratch
Dive deep into the theory and implementation of Neural Networks. This course will have you implementing tools at the heart of modern AI such as Perceptrons, activation functions, and the crucial components of multi-layer Neural Networks. All of this without the help of high-level libraries leaves you with a profound understanding of the underpinning mechanisms.
Python
3 lessons
10 practices
2 hours
Badge for Deep Learning and Neural Networks,
Deep Learning and Neural Networks
Course details
Understanding Neural Networks: An Introduction to the Perceptron Algorithm
Perceptron Logic Probe Decision-Making
Perceptron Prediction Calibration
Code the Perceptron's Decision Function
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