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Deep-Learning Applications in Python and Keras

Deep learning is 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.

Programme Outline
• Deep learning models and their applications
• 30 seconds to Keras
• Data pre-processing and working with small sample  sets 
• 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

Data Analytics Begins With Me


26 March 2018


1 Day
9.00am to 5.30pm


National University of Singapore
University Town

Singapore Citizens & SPRs 
or International Participant

S$ 802.50

  • Incl. GST

Registration will close 5 working days prior to programme commencement date