What will you learn?
- Explain the fundamental concepts of Artificial Intelligence, including key technologies such as Large Language Models and Computer Vision, and how they are used in real-world scenarios.
- Apply ethical principles and governance frameworks to identify and assess common AI risks, including bias, hallucinations, privacy issues, and lack of transparency.
- Explain the fundamental concepts of Artificial Intelligence, including key technologies such as Large Language Models and Computer Vision, and how they are used in real-world scenarios. Apply ethical principles and governance frameworks to identify and assess common AI risks, including bias, hallucinations, privacy issues, and lack of transparency. Analyze AI use cases across the lifecycle to determine potential risks and recommend appropriate controls, assurance tools, and governance practices for responsible implementation.
Course Curriculum
3 hours
Smart AI Foundations (Part 1) –
Section 2: History of AI
Section 3: Misconceptions About AI
Section 4: Types of AI
Section 5: LLMs and Computer vision (CV) models
Ethical Principles (Part-2) –
Section 1: Why Ethics Matter in AI
Section 2: Core Ethical Principles
Section 3: Spotting AI Risks
Governance Frameworks (PART-3) –
Section 1: Why Governance Matters
Section 2: Global & Regional Frameworks
Section 3: Technical & Standards-Based Frameworks
Section 4: National & Legal Frameworks
Developing an AI Strategy (Part 4) –
Section 1: AI Management System (AIMS) & PDCA
Section 2: Integrating Global Frameworks into Strategy
Section 3: Building AI Adoption Roadmap
Building a Risk-Aware AI Culture (PART-5) –
Section 1: Building a Risk-Aware AI Culture
Section 2: AI Risks Across the Lifecycle
Section 3: Assurance Tools in Action
Section 4: Global Case Studies in Risk & Assurance
About us
Inara is a dynamic hub for learning, innovation, and future-ready skills, dedicated to helping individuals and organisations grow with confidence in a world defined by technology, leadership, and creativity.
Founded in Dubai, a city that embodies ambition and progress, Inara was created to deliver modern, practical, and impactful training that evolves with the pace of change. Every programme is designed to inspire growth, spark innovation, and prepare people for what's next. Through partnerships with globally recognised institutions and certified providers, Inara offers access to internationally respected qualifications delivered by expert trainers who combine academic excellence with real-world insight—empowering learners and organisations to stay ahead in a rapidly transforming world.
Founded in Dubai, a city that embodies ambition and progress, Inara was created to deliver modern, practical, and impactful training that evolves with the pace of change. Every programme is designed to inspire growth, spark innovation, and prepare people for what's next. Through partnerships with globally recognised institutions and certified providers, Inara offers access to internationally respected qualifications delivered by expert trainers who combine academic excellence with real-world insight—empowering learners and organisations to stay ahead in a rapidly transforming world.
Smart Cities Academy is the education arm of the Smart Cities Council, offering an evolving suite of expert-led courses designed to build capability across the smart cities landscape — from curious newcomers through to seasoned professionals. The Academy's curriculum spans in-house developed micro-credentials and partner-delivered Master's-level qualifications, all feeding into a structured accreditation matrix. Courses are available across multiple formats including online on-demand, live online, and in-person face-to-face, making them accessible for individual professional development, postgraduate study, or corporate team training.
