Data Analytics

In today’s digital economy, data is a powerful tool for strategy and innovation. Our Data Analytics courses help you build the skills to turn data into smarter decisions and real business impact—whether you’re just starting out or advancing your expertise.

Last updated 11 March 2026

Why Data Analytics?

Data analytics empowers businesses to spot emerging trends, anticipate customer behaviour, and make smarter, faster decisions. With its strong IT infrastructure and seamless global connectivity, Singapore is well-positioned to process vast volumes of real-time data—making data analytics a key sector for national growth. Whether you're looking to enter the field or level up your expertise, our courses equip you with the latest tools and industry-relevant skills to thrive as a data analytics specialist.

Industry-Relevant Skills

Learn the latest tools, platforms, and techniques used in the field—from Excel and SQL to Python, Power BI, machine learning, and more.

Learn from Data Experts

Our instructors bring deep industry experience and data expertise, ensuring that what you learn can be immediately applied at work.

Flexible Learning Options

Choose from short courses, part-time diplomas, and post-diploma certificates tailored to your career stage and learning goals.

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Start Here: Discover the Power of Data

Build your foundation with beginner-friendly courses that unlock the basics of data and analytics. Whether you're brand new to data or looking to sharpen your digital literacy, these courses are your gateway into the world of insights.

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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.

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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.

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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.

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Data Analytics with Power BI

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

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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.

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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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Mining Data for Insights @ Work

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

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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.

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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.

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Video Analytics Techniques

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

Level Up: Build Practical Data Skills

Step into real-world analytics with hands-on tools and industry-relevant techniques. Perfect for learners ready to go beyond the basics and gain the confidence to wrangle, query, and visualise data effectively.

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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.

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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.

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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.

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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.

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Database Systems

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

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.

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Fundamentals of Data Analytics

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

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Fundamentals of Data Visualisation

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

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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

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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).

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Text Analytics

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

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Text Mining - Making Sense of Unstructured Data

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

Go Deeper: Master Advanced Analytics

Tackle big data challenges and learn how to turn predictions into powerful decisions. These courses are designed for experienced learners and professionals who want to harness the full potential of analytics and machine learning.

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goRPA (Robotic Process Automation) Expert (Duration: 2 days)

This course empowers you to create projects utilising UiPath's Robotic Enterprise Framework, emphasising modular design.

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Advanced Data Visualisation (using Tableau) (Duration: 1 day)

Using Tableau, an industry-standard data visualisation and analytics software, you will learn to generate meaningful analytics, forecasting charts, and dashboards. By the end of this one-day course, you would have learnt to translate data into essential analytical insights.

goRPA (Robotic Process Automation) Advanced (Duration: 3 days)

This course explores the best practices of robotic process automation projects. It will also enhance your skills in developing automation processes, while leveraging UiPath.

Industry Focus: Analytics That Matter

See data analytics in action—customised for your field. From healthcare to marketing, uncover how data can be your secret edge in a competitive world.

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Consumer Research with Data Visualisation (Duration: 2.5 months)

This module provides participants with comprehensive coverage of concepts, tools, and techniques to gain consumer insights, with an emphasis on generating, applying, and interpreting these insights obtained to aid business decisions making particularly in consumer marketing.

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Sales Analytics (Duration: 3 months)

This course equips you with the knowledge to use probabilistic models and optimisation tools to model customer demand forecasts, pricing sensitivity, and lifetime value.

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Decision & Cost Analysis (Duration: 60 hours)

This module introduces the basics of decision analysis, cost management, and the various approaches towards the selection of equipment and materials for cost-effective operations.

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Agricultural Analytics & Productivity (Duration: 6 months)

Data-driven farming: Maximise productivity and make informed decisions with data. Take up this module and unlock the power of data in the agriculture industry.

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Digital Media Analytics (Duration: 6 months)

This module introduces various digital media analytical tools, along with their purposes. You will also learn to uncover and organise trends for insights, which can be leveraged for business planning and decision-making involving communication strategies or business operations.

Go the Distance: Certifications & Qualifications

Ready to commit to something bigger? Earn credentials that open doors.

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Specialist Diploma in Business Analytics (Duration: 1 year)

This Specialist Diploma equips participants with skills and knowledge to apply business analytics techniques for deriving insights and predictive models from business data.

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Specialist Diploma in Marketing Analytics and Insights (Duration: 1 year)

The Specialist Diploma in Marketing Analytics and Insights enables diploma graduates and marketing practitioners to gain critical knowledge and skills in frontier areas such as data analytics, marketing research, and behavioural insights, thereby gaining an employability edge in relevant fields.

Work-Study Post-Diploma (Specialist Diploma in Marketing Analytics and Insights) (Duration: 1 year)

This course enables fresh diploma graduates and marketing practitioners to gain critical knowledge and skills in frontier areas such as data analytics, marketing research, and behavioural insights, thereby gaining an employability edge in relevant fields.

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Specialist Diploma in HR Analytics and Technology (Duration: 1 year)

The Specialist Diploma in HR Analytics & Technology (SDHAT) is an accredited programme with the Institute of Human Resource Professionals (IHRP) that aims to grow your potential as a human resources (HR) professional by equipping you with in-demand skills and capabilities.

Why RP ACE?

Expert-Led Courses

Learn from experienced industry practitioners who bring real-world insights into the classroom.

Extensive Suite of Courses

Explore a comprehensive range of industry-recognised courses, from short courses to full qualifications.

Industry-Relevant Learning

Build skills that matter, aligned with current and emerging workforce needs.

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