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Beginner
2026
AI Intro
AI Fundamentals
for Beginners
A friendly, non-vendor introduction to artificial intelligence — concepts, real-world use cases, ethics and how to start a practical learning path.
📚
Clear vocabulary
Talk AI with confidence
🧭
Use-case sense
Spot real vs hype
✨
Prompt basics
Start using Gen AI well
🛡️
Ethics lens
Ask the right risk questions
What this programme is
AI literacy
without the hype.
Understand what AI can and cannot do, how machine learning and generative AI differ, and where organisations in Malaysia are applying them today.
Perfect for professionals who need vocabulary and judgement before choosing a deeper technical track (AI-900, Gen AI, ML).
Delivered by Nexperts Academy trainers with Malaysian enterprise examples, HRD Corp claim support available for eligible employers.
Who should take this course
📈
Business roles
Need AI literacy fast.
🎓
Students
First structured AI course.
🏢
Managers
Sponsor AI initiatives.
💼
HR & L&D
Design team upskilling.
🧪
Career explorers
Decide next technical step.
📊
Analysts
Bridge to ML programmes.
Prerequisites
✓ No coding required
✓ Curiosity about AI at work
→ Ask enrolment for a free readiness checklist before class.
Curriculum
Structured modules. Lab checkpoints.
Concept briefings, guided labs and a practical deliverable you can show at work.
Hands-on Labs
Practice. Reviewed.
Labs run on managed environments — minimal local setup required.
01
Use cases
Industry AI map.
Ideas
02
Model card
Read results carefully.
ML
03
Prompts
Write safer prompts.
GenAI
04
Risks
Governance checklist.
Ethics
+ Mentor office hours for sticky blockers.
Assessment
Practical checkpoint.
Certificate.
Complete the guided labs and final mini-project to earn your Nexperts Academy certificate.
Completion rubric
LabsCore labs completed with tutor sign-off
ProjectMini-project meets the published checklist
AttendanceMinimum attendance threshold met
PassingCertificate issued
ResitOne remediation session included
Our 3-Mock Exam Programme
01
Concept check
Quick quiz after each module.
02
Lab review
Peer + tutor feedback.
03
Project dry-run
Present before final submit.
94% complete labs
on schedule.
We keep cohorts small enough for real feedback — not slide-only delivery.
Clear vocabulary
Use-case sense
Prompt basics
94% pass
Mentors
Why our pass rate is 94%
Self-paced video only
No reviewed artefact.
Nexperts
Lab sign-off + mentor feedback.
Your next step
Keep building
the pathway.
Stack related AI and data programmes once foundations are solid.
Before this
None
True beginner friendly.
Start →
Recommended next
Intro to ML or AI-900
Technical or Azure path.
Talk to us →
Path
Full AI literacy career path
AI Fundamentals ← You
→
Intro ML
→
AI-900
AI-literate analysts and coordinators in KL often earn RM 4,000 – RM 8,000/month depending on domain.
Learner feedback
What participants
say.
★★★★★
"Clear labs and practical examples — usable at work the same week."
AS
Aina S.
Analyst
✓ Completed
★★★★★
"Instructors answered real project questions, not just textbook ones."
KT
Kevin T.
Engineer
✓ Completed
★★★★
"Well paced — arrive with the prerequisites done."
LM
Li Mei
Consultant
✓ Completed
★★★★★
"HRD Corp paperwork was handled smoothly for our team cohort."
NR
Nabil R.
L&D lead
✓ Completed
Frequently Asked Questions
AI Fundamentals Course — Introduction to Artificial Intelligence for Beginners
FAQs.
