Artificial Neural Networks with NeuroLab and Python
A hands-on approach
What you’ll learn
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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
