Duration
Half Day to 1 Day
Level
Foundation
Prerequisites
None
Format
Onsite, Virtual, Hybrid
Certificate
Certificate of Participation
Audience
Business & Non-Technical Professionals
Who Should Attend
This training is ideal for:
Why Data & AI Literacy Matters
Organizations across every industry are investing heavily in Data and Artificial Intelligence.
However, many professionals struggle because they do not understand the fundamental concepts behind modern data ecosystems and AI technologies.
This training bridges that gap by providing a practical understanding of how data and AI work together to support business decisions, innovation, and digital transformation.
Participants will gain the confidence to engage with Data Engineers, Data Scientists, Architects, and AI teams using a common language and shared understanding — the core outcome of effective Data Awareness Training and AI Training Malaysia programs.
Learning Outcomes
Participants will learn:
Data Fundamentals
- What is Data
- Types of Data
- Structured Data
- Semi-Structured Data
- Unstructured Data
Understanding Information
- Data vs Information
- Data-Information-Knowledge-Wisdom (DIKW)
- Business Context
Metadata
- What Metadata Is
- Why Metadata Matters
- Business Metadata
- Technical Metadata
Enterprise Data Building Blocks
- Master Data
- Reference Data
- Transactional Data
- Metadata
Data Governance
- Ownership
- Stewardship
- Quality
- Trust
Data Quality
- Accuracy
- Completeness
- Consistency
- Validity
- Uniqueness
- Timeliness
Artificial Intelligence
- Evolution of AI
- Machine Learning
- Generative AI
- Agentic AI
Business Use Cases
- Real-world Data & AI examples
- Business transformation opportunities
- AI adoption considerations
Course Agenda
Introduction to Data
Understanding Metadata
Enterprise Data Building Blocks
Data Governance Fundamentals
Data Quality Fundamentals
Introduction to Artificial Intelligence
Generative AI & Agentic AI
Business Applications and Use Cases
How We Teach
YPT training combines:
Participants are not expected to have technical expertise.
The focus is on understanding concepts, terminology, business impact, and practical applications.
Why Learn From YPT
24+ Years of Experience
Experience across multiple countries and industries.
Published Author
Author of multiple Data & AI books.
Global Community
43,000+ member Data & AI community.
International Podcast
Host of the "Let's Talk About Data!" podcast.
Industry Frameworks
Creator of the Four 4s Formula, Value Discovery Canvas, DAC Architecture, and PVP Approach.
Training Delivery Options
Public Workshops
Scheduled training sessions.
Corporate Training
Private sessions for organizations.
University Programs
Student and graduate development programs.
Virtual Delivery
Online instructor-led training.
Onsite Delivery
Face-to-face training at customer locations.
Start Your Data & AI Journey
Build the foundational knowledge needed to understand Data, Analytics, Artificial Intelligence, and Agentic AI in today's digital economy.
Explore more programs on our Data & AI Training page. Ready to go deeper? Continue with The Data Blueprint.