Artificial Neural Networks with NeuroLab and Python

What you'll learn

You're going to learn hands-on artificial neural networks with neurolab, a lesser-known and traditional Python library for artificial intelligence.

Requirements

This is an intermediate level course. You should know Python programming, have basic math knowledge, and basic concepts of machine learning before enrolling.

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)

Who this course is for:

This course is for you if want to learn practical machine learning
This course is also for you if you're a machine learning professional or work in a management position and want to expand your technical knowledge in the field
If you're a student, know some programming and want to learn about artificial neural networks with lesser know libraries, this course is also for you