Classroom/ Online: Yes/ Yes
Scheduling Date(s):
1) Nov 27, 2024 (classroom)
Note: Please click specific date for detailed venue and course fee etc.
Artificial Intelligence: Key Benefits of AI with Machine Learning in Digital Evolution
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.
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.
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
- Learn how AI can be apply across various areas and industries
- Explore opportunities for innovation using AI in business or work
Outline
Introduction to Artificial Intelligence (AI) and Machine Learning (ML)
Artificial Intelligence Applications
Neural Network
Hands On Exercises
- Traditional Programming vs AI and ML
- AI History and 3 Approaches to Machine Learning
- Categorisations
- Hands-on Activity
Artificial Intelligence Applications
- Domain and Industries
- Applications and Usage
- Supervised Learning – Classification, Regression
- Demo & Hands-on Activity
- Unsupervised Learning
- Reinforcement Learning
Neural Network
- What is Neural Network
- Simulating a Neural Network
- Hands-on Activity
Hands On Exercises
- Artificial Intelligence Hands on Exercises
Who should attend
- Anyone 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
- Anyone who needs to automate or transformation using data in their work
- Anyone 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.
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.
Testimonials
Hands-on activities are engaging and topics are easy to understand – ISCA
The explanation and video help in the understanding and breakdown – P&G
Good background in AI and different types of applications – Xero
The explanation and video help in the understanding and breakdown – P&G
Good background in AI and different types of applications – Xero
Profile of Ang Swee Chye
Certified Technology Trainer, Facilitator and Consultant
Certifications
Swee Chye is an experience trainer certified by various organization. He is certified by the following organizations:
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 25 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, Cloud Computing and Web Development. He focuses on data and data-related training programs to diagnose, analyse and predict (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, 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.
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,
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 25 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, Cloud Computing and Web Development. He focuses on data and data-related training programs to diagnose, analyse and predict (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, 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.