Data Analytics

Gaining Insights Through Visualisation Using Power BI

This course will enable participants to turn granular data and present it in a visually-compelling manner using Microsoft Power BI desktop.

1 day

Generative Artificial Intelligence (AI) for Data Analytics

Generative AI for Data Analytics is an exciting one-day workshop designed to help you harness the potential of Generative AI in your data analysis work. This course offers practical insights and hands-on experience to improve data quality, enhance statistical inference, and draw meaningful insights from datasets. You'll also explore strategies to scale and optimize large datasets and discuss the potential risks and mitigation strategies associated with AI use.

1 day

Create an Interactive Dashboard in a Day

Through this hands-on course, you will gain a diverse set of skills and knowledge in Microsoft Excel. You will also become proficient in using Power Query for data cleaning, Power Pivot for data analysis, and creating dashboards in Excel.

1 day

Data Cleaning for Everyone

This course will equip you with a better understanding on the importance of data cleaning and the consequences of inaccurate data. At the end of the course, you will get to take home an easy-to-use robotic process automation bot designed for data cleaning.

1 day

Analytics for the Hospitality Industry

Are you ready to tap into the potential and insights that customer satisfaction analytical tools can offer? Learn how to collect information and use data effectively to enhance your company's hospitality standard in this 1-day course.

1 day

Introduction to Data Cleansing, Shaping and Synthesis

This course aims to equip participants with the skills and knowledge to clean, shape and synthesise data in preparation for data-driven business decision making. Participants are trained to retrieve data from multiple sources, recognise common data quality issues, correct data quality issues, derive new data from existing data, perform aggregation of data, supplement data with additional external sources, and store cleansed and transformed data in different formats.

2 days

Mining Data for Insights @ Work

This course equips participants with skills and knowledge to conduct basic data analysis and present data more effectively.

2 days

Video Analytics Techniques

This course covers techniques for analysing videos to detect and determine and temporal and spatial events.

2 days

Marketing Analytics: From Data to Decisions

This course is designed for non-analytics professionals who are keen to find out about marketing analytics and how it can be applied to improve decision-making.

2 days

Fundamentals of Data Wrangling, Analysis and Visualisation

This course covers the foundation of data wrangling and data analysis. Participants will be able to create effective visualisation charts, interactive dashboards and compose data-driven stories.

4 days

Basic Data Analytics – Association Analysis

Equips participants with skills and knowledge to conduct basic data analysis and present data more effectively.

1 hour

Basic Data Analytics – Logistic Regression

Equips participants with skills and knowledge to conduct basic data analysis and present data more effectively.

1 hour 30 minutes

Data Analytics with Power BI

This course equips participants with techniques and knowledge on descriptive and diagnostic analytics.

2 days

Data Analytics with Power Query and Excel

Many Excel users struggle with time-consuming data cleaning, repetitive tasks, and the complexity of managing multiple datasets. This 2-day short course on Data Analytics with Power Query and Excel is designed to address these common challenges. You’ll gain practical skills to automate and streamline your Excel work, transforming the way you handle data.

2 days

Data and Visual Analytics with Machine Learning

This course equips participants with the knowledge and skills to prepare data, conduct data analysis, create effective visualisation and interactive dashboards, and build machine learning services using Microsoft Excel, Tableau and various code-free tools and platforms.

4 days

Introduction to Data Management

This module covers the concepts of data management from data governance to data architecture, data modelling and data access. It aims to equip students with knowledge and skills to manage a variety of data sources from data in local databases to large volume data in big data cloud storage. Students will learn to interpret relational and non-relational data models and manage data in structured database and big data architecture.

6 months

Statistics for Data Analytics

Statistics for Data Analytics focuses on developing new insights and understanding of business performance based on data and statistical methods. The module equips students with the knowledge and skills in statistics that are needed to handle applications in business analytics.

6 months

Data Driven Organisational Development

Effective analysis of data helps the organisation understand change and examine the process of organisation development and change management to improve effectiveness and staff satisfaction. This module enables the students to understand the change management process and provide insights to plan organisation-wide efforts to manage change in an organisation.

6 months

Predictive Analytics with Machine Learning

This module aims to equip participants with a comprehensive foundation on data mining processes and algorithms. Participants will also learn how to resolve business problems by looking into the cycle of business understanding, data preparation, and data modelling.

6 months

Fundamentals of Data Analytics

An introduction to the basics of data analysis, participants will learn how to apply various analytical techniques to interpret data.

2 days

Fundamentals of Data Visualisation

This course allows participants to create compelling presentations and insights using real-world data using Tableau.

2 days

Text Mining - Making Sense of Unstructured Data

The course introduces the fundamental concepts and principles of text analytics.

2 days

A Primer in HR Analytics

This course will introduce you to analytics in relation to Human Resources (HR). You will also learn how HR analytics can play a part in enhancing performance and accuracy in business prognoses.

2 days

goRPA (Robotic Process Automation)

This course introduces robotic process automation (RPA) and how it can be leveraged to reduce mundane tasks. Conducted in two phases, you will explore the basic concepts of RPA using UiPath Studio, followed by sessions where you will be guided to develop and deploy an RPA of your own.

3.5 days

goVBA (Visual Basic for Applications)

This course will equip you with the skills and knowledge to automate and customise Excel processes, and also introduce you to Visual Basic for Applications (VBA). Conducted in two phases, you will explore the fundamentals of VBA, followed by sessions where you will be guided to develop and deploy an VBA project of your own.

3.5 days

Data Science with Python

This course is for participants who has a basic understanding of Python, and wish to delve into data science and analytics using Python.

2 days

Advanced Data Analytics with Power BI

Take your Power BI expertise to the next level with Data Analysis Expressions (DAX) and innovative analytics, including Quick Insights and AI-driven insights. Elevate your reports with dynamic Power BI interactivity functions and master the art of configuring and securely deploying Power BI assets for enhanced data sharing and collaboration.

2.5 days

Data Visualisation for Enhanced Business Insights

This module aims to equip students with advanced knowledge and skills to address more complex visualisation and analytics scenarios. Students will be exposed to a comprehensive set of tools and libraries to create static and interactive visualisations to support data-driven business decision making.

6 months

Data Wrangling

This module introduces the concepts, tools and techniques of data wrangling. Through building an automated data wrangling pipeline, data from diverse sources are collected, explored, cleansed, enriched and optimized and ready for the downstream visualisation and analytics process.

6 months

Database Systems

This module covers the principles and concepts of database management systems and the reasons for using such systems in an organization.

6 months

Text Analytics

This module covers the process of Data Analytics for unstructured textual data from sources such as databases, websites, and social media.

6 months