Data Science for Power Users

Overview

Predictive analytics generates future insights with a significant degree of precision based on historical data. Through this programme, you will demonstrate your competencies in developing a predictive analytics project in teams by applying data privacy and ethical principles in the collection, use and disposal of data. With the data collected, you will demonstrate how to impute data format, transform and reshape the business data before applying relevant predictive modelling techniques to predict the desired business outcomes. You will then perform data exploratory analysis to discover patterns and trends and develop data stories for an effective narrative and visual representation of their predictive analytics project.

Key Takeaways

At the end of this programme, you will be able to:

• collect data from multiple sources using appropriate collection tools and techniques that comply with data and privacy ethics
• perform data pre-processing techniques to impute data format, transform, reshape and protect the data in accordance with the business requirements and data protection principles
• develop interactive and effective visualisations with a global perspective to address international and cultural differences, diverse needs and expectations of the key stakeholders using visualisation tools
• perform data exploratory analysis to identify underlying data patterns, trends and analytical insights using visualisation tools
• apply relevant predictive modelling techniques to predict the desired business outcomes to meet the service expectation of the key stakeholders
• work collaboratively in a team to develop dashboards using data storytelling approach for an effective narrative and visual representation of their predictive analytics project

Who Should Attend

• Please refer to the job roles section.
• ICT&SS Professionals with knowledge of databases and software development.

Prerequisites

Basic data analytics.