Data Champions Bootcamp (Online)

Overview

Learn Python programming and apply it to data wrangling and machine learning. In the modern digital world, organisational decisions are increasingly data-driven.  Decision makers are turning to data analysts who possess skills in data wrangling, machine learning, data visualisation and storytelling to make sense of the avalanche of data collected during their operations. Public Service Officers who aspire to fill such coveted analyst roles can embark on their online learning journey with this programme.

Coupled with skills in data visualisation and storytelling, you can derive and communicate data insights that may result in decisions leading to higher operational efficiencies or transformational changes.

More details can be found in DC Bootcamp FAQs, such as week-by-week schedule, completion requirements, and practical workshops.

Key Takeaways

• Demonstrate the use of the Python programming language by developing basic Python programs
• Develop programs for data wrangling using Python programming language
• Describe the basics of machine learning
• Apply techniques of supervised and unsupervised learning
• Explain the principles of data visualisation
• Apply data visualisation principles in the design and creation of dashboards
• Compose a story to illustrate trends by using interactive dashboards

Who Should Attend

Please refer to the job roles section.

Prerequisites

• Basic English proficiency.
• Good understanding of computers and data.

What To Bring

Laptop with administrator rights (for installation of required software) and access to the Internet (to access PoliteMall).