Artificial Neural Networks with NeuroLab and Python

Artificial Neural Networks with NeuroLab and Python

A hands-on approach

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

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