AI Fundamentals
Understand how AI works, where it's heading, and how to think about it — the foundation everything else builds on.
About This Course
Artificial intelligence is reshaping every industry — but most people still don't understand how it actually works. This course cuts through the hype and gives you a clear, practical understanding of AI: what it can do, what it can't, and what it means for your career and your organization.
You don't need a technical background. AI Fundamentals is designed for professionals, managers, and decision-makers who want to understand the technology that's changing their world — without needing to become data scientists.
By the end of this course, you'll understand how machine learning works, what large language models actually do, how generative AI creates content, and — most importantly — how to think critically about AI opportunities and risks in your own context.
The course includes real-world examples and case studies from the Middle East, making it relevant to the region's unique business environment, regulatory landscape, and opportunities.
What You'll Learn
- How AI works — from machine learning to neural networks, explained without jargon
- Key concepts: machine learning, deep learning, NLP, and generative AI
- Real-world AI applications across industries in the Middle East and globally
- AI limitations, risks, and ethical considerations you need to know
- The current AI landscape — who the major players are and where things are heading
- How to evaluate AI tools and separate substance from hype
- A framework for thinking about AI in your own career and organization
Who Is This For?
- Beginners with no technical background
- Professionals new to AI who want a solid foundation
- Decision-makers evaluating AI adoption
- Anyone curious about how AI actually works
Curriculum Preview
Course Modules
Here's what the course covers. Final curriculum may be updated before launch.
What Is AI, Really?
A clear, non-technical explanation of artificial intelligence — what it means, how it evolved, and why it matters now more than ever.
How AI Learns: Machine Learning & Deep Learning
Understand the core mechanisms behind AI — training data, models, neural networks — explained with real examples, not math.
Natural Language Processing & Large Language Models
How AI understands and generates human language — the technology behind ChatGPT, Claude, Gemini, and every chatbot you've used.
Generative AI: Text, Images, Video & Beyond
The AI revolution in content creation — how generative models work and what they can (and can't) produce.
AI in the Real World: Industry Applications
How AI is being used today in marketing, finance, healthcare, government, education, and retail — with Middle Eastern case studies.
Limitations, Risks & Ethics
What AI gets wrong — hallucinations, bias, privacy, job displacement, and the ethical questions every professional should understand.
The AI Landscape: Players, Tools & Trends
Who builds AI, who uses it, and where it's going — a practical map of the ecosystem you need to navigate.
Your AI Action Plan
Turn understanding into action — a personal framework for deciding how AI fits into your career, your team, or your organization.
Your Instructor
Jawdat Shammas
Futurist · Technologist · AI Trainer & Consultant
With nearly four decades in technology, C-level corporate experience, and over 500,000 professionals trained across 8+ countries in the Middle East — Jawdat brings real-world depth to every lesson. He's not just teaching theory — he's sharing what works from decades of hands-on experience.
Read full bio →Related: Read our blog on AI trends and practical applications at /blog/ →
For live corporate AI fundamentals training, visit jawdat.ai/corporate/ →
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jawdat.ai is founded by Jawdat Shammas — a futurist, technologist, and digital marketing expert with nearly four decades in technology. Learn more at jawdatshammas.com