Overview This is a two-in-one course designed to provide participants with the tools and knowledge to prepare and shape data for analysis and further create impactful visualisation on the data. It will cover the conceptual data preparation to creating useful data preparation flows and key elements of effective dashboard for …
Overview In this SkillsFuture Certificate of Competency (CoC) course, you will learn Internet of Things (IoT) concepts using a top-down, approach of understanding IoT infrastructure and focusing down to the sensor device level. Learning Objectives: Introduction to Internet of Things (IoT) Introduction to Smart Energy Management System Sensor deployment planning on …
Overview This program aims to help companies to adopt IIoT-enabled shopfloor connectivity through project-oriented training, consultancy and mentoring services and end-to-end solution implementation. The mentorship support program consists of three main components. 1) Practical and contextualized training on IIoT, data acquisition and transmission, and data visualisation 2) Mentoring and handholding …
Overview This course kick starts and walks participants through the steps to transform an i3.0 system system to i4.0 system on the aspect of sensing and digitalisation, covering data acquisition and transmission. Learning Objectives: 1. To facilitate and identify the pain points, the gap and challenges 2. To walk through with …
Overview This programme focuses on applying relevant machine learning techniques to extract hidden patterns from either commercial systems such as CRM, ERP or excel files containing large volume of transactions data amassed over the years. Some of the examples are listed below: The programme adopts the Learn-Practise-Implement™ (LPI™) pedagogy. …
Overview This unit provides the necessary fundamental knowledge and concepts needed to understand operations management by introducing key concepts in operations improvement and productivity through: Alignment of operations improvement to a company’s strategic intent, Assessment of the performance of operations improvement based on productivity measurements, Methods, tools and technologies that …
Overview During this three and a half-day intensive course, lectures and hands-on practical demonstrations are conducted in an immersive training environment at the Model Factory@SIMTech and A*STAR Industrial Internet-of-Things Innovation (I³). Participants will learn about the types and functions of sensors, how they work, their capabilities, sensors for various application …
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 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 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, …