16 Short courses in Data Analytics in Asia

Learn to use a variety of data techniques drawn from the fields of machine learning, data visualisation, Big Data and many others to interpret large and complex datasets in an applied setting. This Advanced Certificate in Applied Data Analytics is offered at Singapore Management University.

The AI for Leaders - Leveraging Data Analytics for Business course offered by National University of Singapore is designed to equip you with the tools and expertise needed to transform your organisation into a data-driven enterprise.

Johns Hopkins Engineering's Data Visualization online certificate program covers foundational and advanced techniques, including design best practices, interactive dashboards, and storytelling with data. Guided by Johns Hopkins University's faculty, participants gain hands-on experience through practical projects. 

This Accounting Data and Analytics course at Singapore Management University will give participants an overview of how data and analytics can be applied in accounting.

This Data Analytics Using Power BI course at Singapore Management University teaches you the basic skills required for using Power BI to acquire and transform data, enhance the data for analysis, and produce reports and dashboards.

The Quantitative Data Analysis I with SPSS course offered by National University of Singapore highlights the hand-on practices of real-world examples, in order to enhance learning experience and understanding of statistics.

The Big Data Predictive Analytics Solution using Python (Intermediate Level) course offered by University Teknologi PETRONAS is designed to expose the participants with the concept of machine learning models for predictive analytics (theory + case study).

The Data Analytics Begins With Me course offered by National University of Singapore will cover basic concepts of data analysis, processing of data, and visualization of raw data and processed data to gain insights, followed by building simple models for classification and prediction.

The Qualitative Data Analysis - Theory and Practice course offered by National University of Singapore introduces participants to the theory, process, protocols and practice of qualitative data analysis.

The Life Data Analysis for Non-Repairable Systems course offered by University Teknologi PETRONAS covers the fundamentals of life data analysis and their applications using both Microsoft Excel and Reliasoft’s Weibull ++. 

The Qualitative Analytics for Business and Policy-Making course offered by National University of Singapore offers systematic evaluations of selected samples of published research reports for participants in the public and private sectors to sharpen their skills.

The Computer-assisted Analysis of Qualitative Data course offered by National University of Singapore will introduce participants to both the theory and practice of qualitative data analysis using qualitative data analysis software.

In the Introduction to HR Analytics and Basic Statistical Analysis course offered by Singapore University of Technology and Design, participants will be taught the fundamentals of data science and its applications. Thereafter, we will introduce them to HR analytics, and techniques to start such a function with the HR Division.

The Python for Analytics programme from Emeritus Institute of Management serves as a powerful tool for your professional development. Designed to provide you with a straightforward introduction to coding with Python, the programme will also teach you how to apply Python functions and packages to evaluate data and extract essential insights.

The Data Analytics for Semiconductor Industry Applications - Yield and Reliability Analysis course offered by Singapore University of Technology and Design equips participants with knowledge about applications of data analytics in the field of yield and reliability analysis in semiconductor devices/systems.

If you’re ready to take your Power BI knowledge to the next level, this advanced level Power BI is the course for you! This Data Analytics Using Advanced Power BI course at Singapore Management University covers some of the lesser known, but more advanced features inside the Power BI toolbox.