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Course Details
Topic 1: AI Problem Definition
- Identify the problem you are trying to solve using AI
- Classify the problem
- Identify the areas of expertise needed to solve the problem
- Build a security plan
- Ensure that AI is used appropriately
- Choose transparency and validation activities
Topic 2: Data Collection, Processing, and Engineering
- Choose the way to collect data
- Assess data quality
- Ensure that data are representative
- Identify resource requirements
- Convert data into suitable formats
- Select features for the AI model
- Engage in feature engineering
- Identify training and test datasets
- Document data decisions
Topic 3: AI Algorithms and Models
- Consider applicability of specific algorithms
- Train a model using the selected algorithm
- Select specific model after experimentation
- Tell data stories
- Evaluate model performance
- Look for potential sources of bias in the algorithm
- Evaluate model sensitivity
- Confirm adherence to regulatory requirements
- Obtain stakeholder approval
Topic 4: Application Integration and Deployment
- Train customers on how to use the product and what to expect
- Plan to address potential challenges of models in production
- Design a production pipeline, including application integration
- Support the AI solution
Topic 5: Maintaining and Monitoring AI in Production
- Engage in oversight
- Assess business impact
- Measure impacts on individuals and communities
- Handle feedback from users
- Consider improvement or decommission on a regular basis
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 18-65 years old
Minimum Software/Hardware Requirement
Software:
TBD
Hardware: Window or Mac Laptops
Job Roles
- AI Specialist
- Machine Learning Engineer
- Data Scientist
- AI Solutions Architect
- AI Consultant
- AI Researcher
- Data Engineer
- Business Intelligence Analyst
- AI Project Manager
- AI Product Manager
- Automation Engineer
- IT Specialist (AI)
- Software Engineer (AI/ML)
- Cloud AI Engineer
- AI Ethics & Compliance Specialist
- AI Trainer & Educator
- Digital Transformation Manager
- AI Application Developer
- Big Data Analyst
- AI Policy Advisor
Trainers
Truman Ng: Truman Ng is a ACTA certified trainer that graduated with Bachelor Degree in Electrical Engineering from NUS in year 2002. He designed Artificial Intelligence (AI) controller for DC-DC Power Convertor by using Fuzzy Logic and Neural Network (NN) as his university Final Year Project.
Truman has over 15 years project experiences across Database & Web Design, PLC machinery, Data Center Design , Structure Cabling System(SCS) and Enterprise Network Design and Implementation. He used to be a network architect for Hewlett Packard, working with a group of virtual team from the US in handling network design and projects in the States.
Truman is the founder of Nexplore (S) Pte Ltd. He provides solutions of Cloud SaaS, IaaS & PaaS and Software Defined Network (SDN), VoIP and Internet Security. He was engaged by Huawei Global Training Center to provide 60+ consultations and trainings for Internet Service Providers(ISP) from Malaysia, Singapore, Brunei, Philippines, Australia, Poland, Iran, South Africa, Swaziland, Cote Dlvoire, Syria, Uzbekistan, New Zealand and countries over the world.
As achievement, Truman has successfully completed 100+ IT network projects for Bank, Hotel and Factory within 5 years.
Truman is certified in PMP, Cisco CCNP, CCIP, CCDP, HP Ase and Huawei HCNP, HCIE R&S, HCNA Cloud, HCNA Security, etc
Thanika : Thanika is a Cisco Certified CCNA (Routing & Switching) Professional. He received M.B.A. Degree with Heriot-Watt University, U.K Thanika has more than 10 years in IT Infrastructure plan, design and development, Cloud computing, IT Management, Network Administration, Strategic direction, Budget preparation and Vendor relationships.
He has worked 8 years in education industry and specialist in implementing open source technologies. He has worked with various projects to implement school campus network infrastructure, Linux servers, open source cloud computing server (own cloud), Web Server, File Server, DHCP Server, CPN Server. He has worked with various networking devices such as Firewalls, Switches, Routers, Load balancers and WAN Optimizers. And with various brands like Cisco, Aruba, Dlink, Juniper, Netgear, Linksys, Ruckus, ZyXEL etc. Programming knowledge of PHP, Java script, AJAX, MySQL, Jasper & iReport
Customer Reviews (4)
- will recommend Review by Course Participant/Trainee
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The applications to be installed in our pc could be given b4 start of class. (Posted on 4/27/2022)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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Truman is a very experienced professional that is able to translate his vast amount of knowledge into understandable step by step of the learning the subject. The way he teach is very organised and well prepared. Plus, the learning process consists of seamless integration of information learning combined with practical application on the spot. In this manner, the students are able to learn much faster. (Posted on 2/21/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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Wish to have more classes for more practices and if possible, to use actual devices for more realistic simulation. (Posted on 2/21/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will Recommend Review by Course Participant/Trainee
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Extend the training dates so trainer can cover more topics (Posted on 2/19/2019)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
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