This advanced year-long programme takes you into full data science. You'll build the Python and statistics foundation, learn to work with data, and move into machine-learning models and real predictive projects. It's a deep, career-focused course for one of the highest-paid and most in-demand fields in tech.
Advanced Programme in Data Science is taught here as a hands-on, live one-on-one course rather than a stack of videos. 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.
You will train and evaluate machine-learning models and build a small AI project end to end, guided by an instructor who has done this work professionally.
Every session is one-on-one, so the pace bends to you — not to a class average.
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
Module 1
The Python, statistics and linear-algebra basics ML runs on.
2
Working with Data
Module 2
Loading, cleaning and exploring datasets that models can learn from.
3
Core ML Algorithms
Module 3
Regression, classification and clustering — how models actually learn.
4
Model Training & Evaluation
Module 4
Training, testing and measuring whether a model is any good.
5
AI Project
Module 5
A complete build, from raw data to a working, evaluated model.