Machine Learning & AI Diploma (with Python Basics)
This diploma builds you into an AI practitioner, starting from Python basics so no prior coding is assumed. You'll learn data handling, core machine-learning algorithms, model training and evaluation, and build a complete AI project. Over three to four months it takes you from beginner to genuinely capable in ML and AI.
AI and machine learning are reshaping every industry, and people who can actually build and train models are among the most sought-after in tech. That is exactly what this live Machine Learning & AI Diploma course prepares you for.
Expect to spend most of your time actually doing the work — you’ll build a small AI project end to end and prepare and explore real datasets along the way.
You finish with practical work you can show an employer, not just a certificate.
By the end
What you’ll be able to do
✓Prepare and explore real datasets
✓Train and evaluate machine-learning models
✓Work with Python’s ML libraries
✓Build a small AI project end to end
Syllabus
How the course flows
1
Python & Maths for AI
Weeks 1–2
The Python, statistics and linear-algebra basics ML runs on.
2
Working with Data
Weeks 3–4
Loading, cleaning and exploring datasets that models can learn from.
3
Core ML Algorithms
Weeks 5–6
Regression, classification and clustering — how models actually learn.
4
Model Training & Evaluation
Weeks 7–8
Training, testing and measuring whether a model is any good.
5
AI Project
Weeks 9–12
A complete build, from raw data to a working, evaluated model.