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Course Details
Course Details
What You'll Learn
Topic 1: Fundamentals of AI and ML
Basic AI/ML concepts and terminology
Types of ML
Phases of the ML lifecycle
Roles of common AWS AI/ML services
Typical AI/ML use cases and business outcomes
Topic 2: Fundamentals of Generative AI
Generative vs. discriminative models
Key architectures
Basics of prompt engineering for text-based generative AI
Concepts of foundation models and large language models (LLMs)
Common applications of generative AI
Topic 3: Applications of Foundation Models
Common use cases
Approaches for customizing or fine-tuning foundation models
AWS services supporting large language models and other foundation models
Methods for evaluating generative AI outputs
Integration of foundation models into AI-driven applications
Topic 4: Guidelines for Responsible AI
Ethical considerations
Privacy, security, and data governance best practices
Regulatory frameworks and compliance requirements
Strategies to mitigate bias and unintended consequences
Topic 5: Security, Compliance, and Governance for AI Solutions
AWS security services and controls for AI/ML workloads
Compliance and regulatory considerations
Governance mechanisms
Secure deployment and monitoring best practices
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
Job Roles
- AI Engineer
- Machine Learning Engineer
- Data Scientist
- Cloud Solutions Architect
- AI Solutions Architect
- Data Analyst
- AWS Cloud Practitioner
- AI Consultant
- Machine Learning Specialist
- AI Research Scientist
- Cloud Developer
- Data Engineer
- AI Product Manager
- Software Developer
- IT Consultant
- Technical Support Engineer
- Business Intelligence Developer
- AI System Developer
- Cloud Infrastructure Engineer
- Technology Analyst
Trainers
Trainers
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
Review
Customer Reviews (8)
- Great practical training Review by Course Participant/Trainee
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Really enjoyed the training. The examples were relevant and the pace was just right. (Posted on 5/11/2026)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 - Fantastic experience Review by Course Participant/Trainee
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The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 5/10/2026)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 - Very informative Review by Course Participant/Trainee
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The course materials were detailed and easy to reference afterwards. Great value for money. (Posted on 3/20/2026)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 - Learned a lot Review by Course Participant/Trainee
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Great course materials and well-paced lessons. The exercises really helped me understand the topic. (Posted on 2/18/2026)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 - Knowledgeable trainer Review by Course Participant/Trainee
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Very engaging session. The trainer patiently answered all our questions and gave useful tips. (Posted on 8/27/2024)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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