Artificial Intelligence (AI) is reckoned to be the key in the 4th Industrial Revolution that will impact many fields and industries. With the growth of Big Data over the recent years, more companies are adopting AI to drive critical decision-making for the ever-changing business scenarios and improve operational efficiency.

AI provides lots of insights and values through predictive and prescriptive analysis via the data.

Be equipped with the requisite concepts and theories that underpin AI, and the fundamental practical skills and knowledge for developing AI solutions.

This workshop aims to provide opportunities for innovation using AI especially among business owners, professionals, managers, and executives in their daily works. 

Participants should bring a laptop with administrative rights to install and run applications for this course. Free AI software will be installed, as well as, working on web-based AI platforms. Laptop/Macbook can acccess Hotel Wifi or your own mobile hotspot.

Objective

By the end of this course, you will be able to:

• Gain fundamental understanding of Machine Learning and Artificial Intelligence
• Learn and use Machine Learning and Artificial Intelligence application, use it to detect fraud
• Learn how AI can be apply across various areas and industries
• Explore opportunities for innovation using AI in business or work
• Learn about the capabilities and limitations of AI, applications of Gen AI

Outline

Introduction to Artificial Intelligence (AI) and Machine Learning (ML)

• Traditional Programming vs AI and ML
• AI History and 3 Approaches to Machine Learning
• Categorisations - Learn about the capabilities and limitations of AI, applications of Gen AI
• Hands-on Activity

Artificial Intelligence Applications

• Domain and Industries
• Applications and Usage – CV, NLP, Optimisation
• Supervised Learning – Classification, Regression
• Demo & Hands-on Activity
• Unsupervised Learning – Gen AI, GAN
• Reinforcement Learning

Neural Network

• What is Neural Network
• Simulating a Neural Network – Image, Classification
• Hands-on Activity

Generative AI

Challenges of AI – Incorrect, Bias, Privacy, Security, Compliance

Hands On Exercises

• Artificial Intelligence Hands on Exercises and Activities

Who should attend

• Personnel who is interested to learn about Artificial Intelligence, Machine Learning, Applications of AI and possibly implement innovative new ideas into your business or work, incorporate Machine Learning to automate and grow to digitalize in the Digital Transformation age.
• Managers, Team Leaders, Executives, Officers, Secretaries, Assistants
• IT Personnel, Operations
• All Staff within an Organisation
• Personnel who needs to automate or transformation using data in their work
• Personnel looking to gain knowledge or apply Artificial Intelligence or Machine Learning app

Prerequisite
All participants should know how to use laptops and install software and applications.

Methodology

This is a hands-on course, so bringing along a laptop is essential. There will be hands-on practices, activities, demonstrations for various topics so that you can apply what is being taught.

A combination of lectures, case examples and hands-on exercises will be used to engage participants to understand, learn and acquire practical skills about the various topics.

The trainer will explain on the topic and then guide you through with step-by-step practice or demonstration on the topic.

Testimonial

Ang Swee Chye's Profile

Certified Technology Trainer, Facilitator and Consultant

Certifications
Swee Chye is an experience trainer certified by various organization. He is certified by the following organizations:

• Microsoft-certified - Microsoft Certified Educator,
• Apple-certified - Apple Professional Learning Specialist & Apple teacher,
• IBM-certified - IBM Data Science Practitioner – Instructor & IBM Enterprise Design Thinking Practitioner,
• Certified EC Council - Computer Hacking Forensic Investigator & Certified Ethical Hacker, CyberSecurity Career Mentor, Prompt Engineering for Developers, and Generative AI
• AWS-certified - AWS Cloud Quest: Cloud Practitioner,
• AI Professionals Fundamental, Data Engineering Foundation, ChatGPT Prompt Engineering for Developers

and also ACTA-certified.

Education
He holds an honours degree in Electrical and Electronics Engineering, who possesses a strong passion in ICT Training, and has trained many organizations and customers globally.

Working Experience
He has more than 27 years of ICT experience. He has been providing ICT training to government, private institutions and organizations in 5 different continents. He specializes in Cyber Security, Internet of Things (IoT), Mobile Development, Data Science, Data Analytics, Artificial Intelligence, Machine Learning, Gen AI and Prompt Engineering, Cloud Computing and Web Development. He focuses on data and data-related training programs to create， diagnose, analyse and predict (Gen AI， Data Science, Data Analytics, IoT, AI & ML), to protect data and mitigate risk (Cybersecurity) and to automate system and processes (Programming, Robotics & RPA). All these can be scaled and performed on premise or in the cloud.

Customers/Clients Credentials
Clients from diverse industries he has trained include GovTech, Temasek Holdings, JP Morgan, GIC, State Courts, DBS, IMDA, Proctor & Gamble, Nanyang University, Republic Polytechnic, Singapore Polytechnic, Pavilion Energy, Nanyang Polytechnic, HTX, SPF, more than 10 different SG Govt Ministries， and overseas clients like Hutchison Ports Holdings, Coscon Logistics, DHL, Panasonic, DOW Chemical, Damco, Yang Ming, Top Glove, Mitsui, LG among many others.

Professional Work
Apart from being a corporate trainer, Swee Chye does consultancy work in ICT in areas like Cyber Security, Data Analytics, IoT, Robotics, Mobile Application, Data Analytics and Web Development.