Deep learningis an exciting new technique from the research work done by the artificial
intelligence community. In particular, image recognition techniques used by self-driving cars or language translation engines like Google Translate are all based on deep learning.
Python and the Keras package will be used to introduce you to the basics of neural networks
and deep learning. The programme will focus on two specific areas where deep learning has
shown its strengths – Convolution Neural Networks for image recognition and classification, and
Recurrent Neural Networks (RNN) for text analysis.
• Deep learning models and their applications
• 30 seconds to Keras
• Data pre-processing and working with small sample
• Introduction to Convolutional Neural Networks (CNN),
how CNN sees the world and babysitting the learning process
• Introduction to Recurrent Neural Networks (RNN) and
how RNN learns from a sequence of text.
Who Should Attend
Software Engineers, Programmers
Must be familiar with Python programming language and statistics 101 at a pre-university level
26 March 2018
1 Day 9.00am to 5.30pm
National University of Singapore University Town
Singapore Citizens & SPRs or International Participant