Course Information
Introduction
An introductory course on Neural networks, a biologically-inspired programming paradigm which enables a computer to learn from observational data. You will learn to apply powerful deep learning techniques for learning in neural networks.
Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing.
You will use Amazon AWS AMIs.
What you will learn:
- Applications of neural networks
- Convolutional Neural Networks (CNNs)
- Batch normalisation (RNNs)
- Recurrent Neural Networks
- CNNs and RNNs for Time Series
- Long Short-Term Memory Network
- Python 3
- Numpy and Pandas for data manipulation
- Scikit-learn for machine learning algorithms
- Keras for neural networks and deep learning
Prerequisites:
Intermediate Python & Functional Skills Maths or Similar
Assessment:
You will complete the course by taking assessments to achieve the certificate.
Cost:
This course is closed for enrolments.The next intake for the course will be in September 2020
Course Dates
| Location | Start Date | Days | Time | Duration |
|---|---|---|---|---|
| England | TBC | TBC | TBC | TBC |