Machine Learning
Neural Networks Fundamentals: Neurons and Layers
This course introduces the core building blocks of neural networks. You'll learn what a neuron is, how it processes information, the role of activation functions, and how neurons are organized into layers. By the end, you'll implement a single dense layer from scratch using Python and NumPy.
Numpy
Python
5 lessons
18 practices
2 hours
Badge for Deep Learning and Neural Networks,
Course details
Understanding Neural Networks: The Big Picture and Your Learning Path
Quiz on Artificial Neurons and Networks
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