AI Fundamentals Course
Master the core concepts of artificial intelligence, machine learning, and deep learning. From basic AI applications to neural networks, build a solid foundation for your AI journey.
Course Levels
Click on any lesson to start learning, or use "View Level" to see the full level overview.
Level 101: AI Basics
Master the fundamental concepts of AI, ML, and DL with real-world examples, practical applications, and clear explanations of their relationships
Where AI is Used Today
Discover how artificial intelligence is already transforming industries like healthcare, transportation, retail, and entertainment — as well as enhancing everyday tools like voice assistants, translation, and smart devices.
Myths and Realities About AI
Understand what AI can and can't do by debunking common myths — from job loss fears to the illusion of machine consciousness.
Types of AI
Learn how AI is categorized into Narrow, General, and Superintelligent types, as well as by cognitive capabilities such as Reactive, Limited Memory, Theory of Mind, and Self-Aware systems.
What is AI, ML and DL?
Introductory lesson explaining the differences between Artificial Intelligence, Machine Learning, and Deep Learning.
Level 201: Machine Learning
AI Fundamentals Level 201 - machine learning
How Models Learn via Gradient Descent
What is an AI Model?
Understand what an AI model is, how it makes predictions, and how it learns from data.
What is a Loss Function?
Supervised, Unsupervised, Reinforcement Learning
Explore the three main types of machine learning: supervised, unsupervised, and reinforcement learning.
Overfitting and Generalization
Level 301: Neural Networks
AI Fundamentals Level 301 - neural networks
ReLU, Sigmoid, Tanh: Activation Functions
Neurons, Weights, and Layers
Understand how artificial neurons, weights, and layers form the building blocks of neural networks.
Epochs, Batches and Learning Rate
Forward and Backward Propagation
What Happens During Training?
Level 401: Advanced Topics
AI Fundamentals Level 401 - advanced topics
Ready to Start Learning?
Begin with the first lesson and build your ai fundamentals course skills step by step.