Learn Artificial Intelligence, one clear step at a time
A complete roadmap with real lessons, hands-on exercises, quizzes and projects. Track every bit of progress and prepare for recognised AI certifications.
Features
A structured roadmap
Nine levels and more than a hundred topics, unlocked in a sensible order so you always know what to learn next.
Real lessons and quizzes
Beginner-friendly explanations, code, diagrams and knowledge checks. Progress counts only once you've actually done the work.
Certification preparation
Tracks aligned with published exam objectives, readiness per topic, and timed mock exams.
An AI tutor
Ask about anything you're stuck on and get explanations matched to your current level.
Progress you can trust
Completion per lesson, module and level, plus study time and streaks, all stored server-side.
Daily motivation
XP, streaks, goals and achievements earned from real learning, not page views.
The complete AI roadmap
Each level builds on the previous one, from your first line of Python to production AI systems.
Level 1
Computer Science Foundations
How computers work, algorithms, data structures and Python.
Level 2
Mathematics for AI
Linear algebra, probability, statistics and calculus, made visual.
Level 3
Introduction to AI
What AI is, its history, learning paradigms and ethics.
Level 4
Data Science Foundations
NumPy, pandas, cleaning, EDA and visualisation.
Level 5
Machine Learning
Regression, classification, clustering and model evaluation.
Level 6
Deep Learning
Neural networks, backpropagation, CNNs, RNNs and PyTorch.
Level 7
Generative AI
Transformers, LLMs, embeddings, RAG and AI agents.
Level 8
MLOps & Deployment
Experiment tracking, Docker, APIs, CI/CD and monitoring.
Level 9
Advanced AI Engineering
Distributed training, quantisation, LoRA and system design.
About certificates
AI Learning Academy issues its own course-completion certificates. We help you prepare for certifications from AWS, Microsoft, Google Cloud, Databricks and others, but we don't award them. Only the providers themselves award official certifications, and our readiness scores are estimates, not a guarantee of passing.