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 Smart Energy Management for Sustainability programme begins with a bird’s eye view of factory and facilities as a holistic system; followed by a comprehensive discussion on the analytical techniques for energy efficiency. Participants will be introduced to Industry 4.0 technologies, data analytic techniques, and by the end of …
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 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 …
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