Overview Gain the essential knowledge in emerging communication technologies in the Internet of Things (IoT). Topics covered in this course include the architecture and system design of IoT, examples of the use of IoT, gateway controllers and endpoint devices, wireless sensor networks, 6LoWPAN, IEEE802.15.4, as well as ad-hoc routing. Fees …
Overview This course looks at “Condition Monitoring” as an application example on an actual line, with a more hands-on experiential approach to show how modern industry processes are sensed, connected and monitored with IoT devices, and how data are managed and visualised easily with just a few steps. This course …
Overview In this course, participants will be trained to use both commercial and open-source IoT platforms to develop IoT dashboards to collect data with smart sensor modules for condition monitoring and data visualisation. The participants will have direct hands-on experience with ThingWorx Foundation, an industrial leading IoT platform. They will …
Overview Participants will learn the fundamentals of IoT (Internet of Things), including: How some common sensors work? How to interface sensors to a microcontroller? How to connect the microcontroller to the internet? How internet can be used to monitor or control devices at home or elsewhere. Lessons will be delivered …
Overview This course will equip participants with the technical skills to apply machine learning algorithms and deploying practical Artificial Intelligence (AI) models with an industrial edge controller for anomaly detection and predictive maintenance. The course will also cover the essential concepts and background for data analysis on supervised and unsupervised …
Overview This is a basic course in Predictive Analytics for Maintenance The course aims to equip the participant with the following: An appreciation of statistical concepts that underpin Predictive Maintenance ideas An understanding of simple statistical process monitoring techniques used in tracking developments of critical measurements An understanding of Correlation …
Overview Get introduced to machine learning. The course is targeted at beginners who are interested in finding out how this technology works and what it can do. Machines are now able to process information like humans and are rapidly surpassing human capabilities in many areas like playing chess and executing …
Overview There has been renewed interest learning in artificial intelligence (AI) and machine learning in recent years. This is fuelled by the recognition that data generated contains a wealth of information that could be distilled from it. This course helps to provide and introduction to the fundamentals of AI and …
Overview This applied learning workshop comprises two learning phases: Phase 1 (2 days) prepares participants with the foundational skills and knowledge required to get started with machine learning development. In this phase, we explain the various machine learning techniques, share use cases, prepare machine learning-ready data, perform modelling and prediction, …
Overview This course aims to provide participants with knowledge, techniques and skills in data collection, analysis for predictive maintenance and optimal maintenance planning. Data from machine sensors, operation management systems and maintenance activities are analyzed during the training sessions. The latest technology, for example, machine learning based predictive engines and …