Foundations of Artificial Intelligence: From Myths to Machine Learning

Free Artificial Intelligence Course for Beginners: AI Fundamentals, Machine Learning and Generative AI

If you want to understand artificial intelligence but do not know where to start, this beginner-friendly course gives you a clear foundation.

Foundations of Artificial Intelligence: From Myths to Machine Learning is a free AI fundamentals course from NORAI Academy. It is designed for beginners, students, professionals, entrepreneurs and lifelong learners who want to understand what artificial intelligence is, where it came from, how it works, and why it matters.

You do not need coding experience or a technical background to begin.

This course takes you from the earliest ideas of artificial life and machine intelligence to the foundations of modern AI, including symbolic AI, expert systems, machine learning, neural networks, deep learning, transformers, generative AI, large language models, AI agents, ethics, privacy and the future of artificial general intelligence.

Instead of jumping straight into tools, this course helps you understand the bigger picture first.

You’ll explore how humans have thought about intelligence, how machines came to simulate parts of human reasoning, why early rule-based systems struggled, how machine learning changed the field, and how today’s AI systems learn from data, recognise patterns, generate language and support real-world decision-making.

Who is this for?

This course is for anyone who wants a serious but accessible starting point for learning artificial intelligence.

It is suitable for:

– beginners who want to understand AI without jargon
– students exploring artificial intelligence and machine learning
– professionals who want to understand the technology behind modern AI tools
– entrepreneurs and small business owners looking for practical AI knowledge
– creators, marketers and consultants who want to use AI more confidently
– anyone curious about the history, ethics and future of machine intelligence

By the end of the course, you will have a clearer understanding of what AI is, what it is not, how machine learning and deep learning fit into the picture, and why concepts like data, models, transformers, bias, privacy and responsible AI matter.

Complete the course and quizzes to earn your free NORAI Academy certificate.

Based on Victor A. Lausas’ acclaimed book, “Artificial Intelligence Made Unlocked” (ISBN 978-952-88-0520-5), this course distils the essentials for anyone ready to understand and apply AI in the real world. If you prefer to read the book instead, you can also get the book for free for a limited time:

Subscribe to the newsletter and download your free copy of Artificial Intelligence Made Unlocked: From Logic to Learning for FREE!

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The book is also on shelves at Lulu for 19.99€.

FAQ

What is artificial intelligence? 
Artificial intelligence is the field of creating machines and computer systems that can perform tasks normally associated with human intelligence, such as learning, reasoning, problem-solving, recognising patterns, understanding language and making decisions.

Is this artificial intelligence course free? 
Yes. Foundations of Artificial Intelligence: From Myths to Machine Learning is currently available as a free course through NORAI Academy.

Is this course suitable for beginners? 
Yes. This course is designed as a beginner-friendly starting point for anyone who wants to understand artificial intelligence without needing coding experience or a technical background.

Do I need coding skills to take this course? 
No. This is not a programming course. It focuses on understanding the foundations, history, concepts and real-world impact of artificial intelligence in clear, accessible language.

What will I learn in this AI fundamentals course? 
You will learn what intelligence means, how human, animal and machine intelligence differ, where artificial intelligence came from, how early AI systems developed, and how modern AI evolved through symbolic AI, machine learning, neural networks, deep learning, transformers and generative AI.

Does this course cover machine learning? 
Yes. This course introduces machine learning as part of the broader history and development of artificial intelligence. It explains how AI moved from rule-based systems toward data-driven learning.

Does this course cover generative AI? 
Yes. The course introduces modern generative AI and large language models as part of the wider evolution of artificial intelligence, helping you understand where today’s AI tools fit into the bigger picture.

Who is this course for? 
This course is for beginners, students, professionals, entrepreneurs, creators, consultants, small business owners and lifelong learners who want a clear foundation in artificial intelligence before moving into more advanced AI topics.

Can I earn a certificate? 
Yes. Complete the course and quizzes to earn your free NORAI Academy certificate.

Is this course based on a book? 
Yes. The course is based on Victor A. Lausas’ book Artificial Intelligence Made Unlocked: From Logic to Learning, which covers intelligence, AI history, symbolic AI, machine learning, deep learning, generative AI, ethics, privacy, regulation and the future of AI.