AI for Beginners

Artificial Intelligence (AI) is transforming industries, changing the way we work, communicate, and create. This beginner-friendly course provides a practical introduction to AI concepts, tools, and applications, helping you understand how AI works and how to use it effectively in real-world contexts.

Whether you’re new to technology or simply curious about AI’s impact on everyday life, this course will guide you through the key concepts of machine learning, natural language processing, computer vision, and the human, AI relationship. By the end, you’ll feel confident in identifying opportunities to apply AI in your work or studies.

Learning outcomes

By the end of this AI for Beginners course, you should be able to:

• Explain what artificial intelligence is and describe its major components.
• Understand how AI has evolved and identify its real-world applications.
• Recognise how natural language processing (NLP) allows computers to interpret and generate human language.
• Describe how computer vision enables machines to “see” and analyse images or video.
• Differentiate between supervised, unsupervised, and reinforcement learning.
• Evaluate the benefits, challenges, and ethical considerations of AI.
• Explore the human side of AI identifying future roles and skills needed in an AI-powered world.

Course content

hat will be covered in this AI for Beginners course?

Introduction to Artificial Intelligence

• Understanding what AI truly is beyond the myths and movies
• Exploring the history and evolution of AI
• Recognising AI as an umbrella term for multiple technologies

Natural Language Processing (NLP)

• Converting speech to text and text to meaning
• Analysing sentiment and understanding chatbot interactions
• Exploring how AI can imitate and generate human language

Computer Vision

• Understanding how machines “see” and recognise objects
• Analysing images and videos, including deep fakes
• Discovering real-world applications of computer vision

Machine Learning (ML)

• Understanding how ML differs from traditional programming
• Exploring supervised, unsupervised, and reinforcement learning
• Seeing how ML powers modern AI systems

Putting AI to Work

• Identifying where AI performs best
• Understanding what AI needs to function effectively
• Reviewing project checklists and common pitfalls
• Recognising potential risks and limitations of AI

The Human Side of AI

• Exploring career paths and roles in AI projects
• Learning how to augment your own skills using AI tools
• Understanding why humans remain essential in an AI-driven world

The Future of AI

• Reviewing current and emerging AI applications
• Imagining future innovations and ethical implications

Course wrap-up

• Reflecting on your AI learning journey
• Next steps for applying AI in your personal or professional life

Intended audience

Who is this AI for Beginners course for?

This course is ideal for anyone curious about artificial intelligence, including students, professionals, entrepreneurs, or lifelong learners looking to understand AI fundamentals. No prior technical knowledge is required just an interest in learning how AI shapes the world and how you can be part of it.

Additional information

Please note the following:

This course blends clear explanations with real-world examples to demystify AI concepts. Through short, engaging lessons and practical exercises, you’ll learn how AI works in language, vision, and decision-making systems.

By completion, you’ll have a strong grasp of AI basics and confidence to explore further learning or use AI tools in your own projects or workplace.