• Introduction to core cybersecurity principles

• Basics of network security, threat detection, and incident response

• No IT background required

• Prepares for the ISC2 “Certified in Cybersecurity” certification

• Includes real-world scenarios and ethical responsibility

• Covers data collection, cleaning, analysis, and visualization

• Tools: Excel, SQL, Python, Power BI/Tableau

• Advanced topics include predictive analytics and data storytelling

• Capstone project using real data

• Decision-making and business value

• AI concepts made simple: ML, NLP, computer vision, and automation

• How AI is transforming sectors: law, health, education, agriculture, business

• Ethical and legal considerations

• Interactive demos and use-case exercises

• Leading AI-powered transformation

• Core cloud services (IaaS, PaaS, SaaS)

• Providers: AWS, Azure, Google Cloud

• Cloud deployment, storage, and scalability

• Emphasis on cost efficiency, security, and innovation

• Includes hands-on labs for setting up services in the cloud

• Cyber risks and fraud affecting small businesses

• Practical steps for securing websites, data, email, and devices

• Building digital trust with customers

• Incident response planning for non-IT professionals

• Templates and checklists for implementation

• AI bias, fairness, transparency, and accountability

• Global regulations: GDPR, AI Act, African AI policy directions

• Case studies: facial recognition, hiring tools, autonomous systems

• Frameworks for ethical decision-making in tech design