Neural Networks in Python from Scratch: Complete guide

Learn the fundamentals of Deep Learning of neural networks in Python both in theory and practice!
4.51 (580 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Neural Networks in Python from Scratch: Complete guide
4,912
students
8.5 hours
content
Jan 2025
last update
$79.99
regular price

What you will learn

Learn step by step all the mathematical calculations involving artificial neural networks

Implement neural networks in Python and Numpy from scratch

Understand concepts like perceptron, activation functions, backpropagation, gradient descent, learning rate, and others

Build neural networks applied to classification and regression tasks

Implement neural networks using libraries, such as: Pybrain, sklearn, TensorFlow, and PyTorch

Screenshots

Neural Networks in Python from Scratch: Complete guide - Screenshot_01Neural Networks in Python from Scratch: Complete guide - Screenshot_02Neural Networks in Python from Scratch: Complete guide - Screenshot_03Neural Networks in Python from Scratch: Complete guide - Screenshot_04
2937970
udemy ID
3/31/2020
course created date
6/19/2020
course indexed date
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