What you will learn
You’re going to learn hands-on artificial neural networks with neurolab, a lesser-known and traditional Python library for artificial intelligence.
Description
You’re going to learn hands-on artificial neural networks with neurolab, a lesser-known and traditional Python library for artificial intelligence. This is a hands-on course and you will be working your way through with Python and Jupyter notebooks.
What you will learn:
- Basic concepts of neural networks (refresher)
- The perceptron
- Single-layer neural network
- Multi-layer neural network
- Recurrent neural networks (RNN)
- Optical character recognition (OCR)
English
language
Content
Lessons
Introduction
Basic Concepts for Neural Networks
The Perceptron – Part 1
The Perceptron – Part 2
Single-layer Neural Network
Multi-layer Neural Network
Recurrent Neural Network – Part 1
Recurrent Neural Network – Part 2
Optical Character Recognition – Part 1
Optical Character Recognition – Part 2
Optical Character Recognition – Part 3