Overview The Post-Diploma Certificate (PDC): Artificial Intelligence (AI) in Manufacturing equips learners with practical skills to apply AI across the manufacturing value chain. The programme covers key areas such as industrial AI, intelligent inspection, generative AI, production planning and scheduling, and data-driven predictive maintenance. Developed by A*STAR SIMTech/ARTC and recognised …
Overview This course is designed to introduce the general concepts of Data Science with a focus on Data Wrangling for participants who prefer a programming approach. By the end of this course, participants will be able to wrangle data and prepare the dataset ready for Machine Learning Model. Learning Objectives: …
Overview The demand for visual analytics in business processes, for quick and informed decision-making, is ever increasing. Microsoft Power Business Intelligence (Power BI), is one of the solution platforms for a robust dashboard development. The high-end features from Microsoft Power BI and DAX functions, which are “similar” to those offered …
Overview This course aims to provide participants with up-to-date technologies in data mining. Through extensive hands-on and sharing of successful case studies, it allows the participants to have the confidence and ability to use data mining techniques to help them in their daily work. The course will provide the participants …
Overview This course equips participants with the knowledge on a range of data analysis tools and also the skills to apply these tools on industrial data. Participants will learn to develop efficient models for predictive data analysis and to apply the trained models on offline data and on streaming data …
Overview This WSQ course aims to provide a good understanding of the fundamentals of data analytics and data mining techniques for different manufacturing applications. Participants will learn techniques for advanced clustering methods for product quality management, correlation modelling, and data pattern methods for root cause analyses and neural networks for …