Overview This course is designed for individuals who wants to understand what AI is and its applications at work. Part 1 – The intuition of AIIn this workshop, we explore the derivative of what empower some of the most common AI solutions. Participants will have a hands-on basic artificial neural …
Overview This course consists of 3 full-day sessions covering hands-on session using both commercial software and open source networks for developing deep learning models. This would enhance the understanding of deep learning principles. At the end of the course, the participants will be able to develop deep learning models for …
Overview This course aims to introduce concepts in Design and Generative AI. Techniques to adopt Generative AI in the Design process will be covered. Learners will acquire skills in coding a workflow for Generative AI applications based on a Design framework. The course is targeted for learners in design and …
Overview With the advent of Industry 4.0, modern day manufacturing facilities are increasingly equipped with smart technologies that allow for large data collection, efficient data sharing, advanced analytics and increased automation. In this course, we introduce basic concepts in data analytics and artificial intelligence with a focus on applications that …
Overview The aim of this module is to provide a business deployment perspective of foundational Deep Learning AI capabilities, ranging from Natural Language Processing to Machine Vision; in a manner that requires little or no coding. Neural networks and how Deep Learning works, the data input requirements, project lifecycle, and …
Overview In this one-day hands-on workshop, you will learn to create many cool programs ranging from training an image classifier to building a book genre predictor with no code at all! Upon completion of this course, you will gain a deeper understanding and practical knowledge on the following topics: Overview …
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 …
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