Deep Learning with Python

About the course

Discover the key technology behind driverless cars and voice control in Siri and Bixby and other hands-free consumer products in this exciting two-day course!

You will learn the fundamentals of Deep Learning with Python, and gain a deeper understanding on the various techniques of how you can teach computers to recognise different objects and patterns using large neural networks. As part of the workshop, you will also get a first-hand experience to build four different projects using deep learning architectures in Keras, a high-level neural network API that enables fast experimentation.

Please bring along your own laptop for the hands-on exercises. Our trainer will share the installation files for Python as well as the necessary source code editor during class.  Additional libraries will also be installed during the workshop.

Who should attend?

This course is designed for participants who has a basic understanding of Python and individuals who wish to build deep neural network to create smart applications with machine learning.

Learning Objectives

Upon completion of this course, you will gain a deeper understanding and knowledge in the following topics:

  • Python virtual environments
  • Building blocks of deep learning
  • Getting datasets for your deep learning projects
  • Neural Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks
  • Generative adversarial Networks 

Entry Requirement

Prior programming knowledge and basic understanding of Python.

Certification

Participants will be awarded the Certificate of Attendance by Republic Polytechnic upon meeting 80% of the attendance.

Course Dates

28 to 29 March 2019

20 to 21 June 2019

3 to 4 October 2019

Course Duration

2 days

Course Venue

Republic Polytechnic @ Woodlands 

Full Course Fee (Others) Workfare Training Scheme (WTS)
Singapore Citizens aged 40 & above SME-employed Singapore Citizens & SPR Singapore Citizens aged below 40 OR Singapore PR
$674.10
$44.73
$67.41
$76.23
$202.23

*Skillsfuture Credit approved

Last updated on 16 Jul 2019

Need more help?

If you are still unsure about which course to pursue, please contact our Academy for Continuing Education.  

Fees quoted are inclusive of GST. Republic Polytechnic reserves the right to make changes to the course fees and application closing dates without prior notice. The commencement of each course is subject to a sufficient number of participants. All information is accurate at time of publishing.