Data Science with Python

About the course

Discover the emerging field of Data Science and Analytics and learn how you can gain a deeper understanding of data to improve your business operations!

In this two-day workshop, you will learn the fundamentals of data extraction and analysis on how you can draw useful insights and enhance your decision-making capabilities. You will also be able to apply a range of statistical techniques that enables machines to improve tasks with experience and perform predictive analytics.

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 gain deeper insights using data.

Learning Objectives

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

  • Python virtual environments
  • Well known libraries used for Data Science.
  • Data Visualization
  • Machine learning
  • Supervised and unsupervised learning
  • Regression techniques
  • Classification techniques
  • Clustering techniques

Entry Requirement

Prior programming knowledge and basic understanding of Python


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

Course Dates

26 to 27 March 2019

18 to 19 June 2019

19 to 20 September 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

*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.