Data Science & AI on-demand course

Build practical, industry-ready skills in data science and artificial intelligence. You’ll learn how to turn raw data into insights, train and evaluate models, and develop real-world AI applications. Cover data analytics, data preparation and visualisation, classic machine learning (supervised & unsupervised learning, SVMs, random forests), deep learning (neural networks, CNNs, autoencoders, and data augmentation), and Natural Language Processing. Finish with a professional portfolio that demonstrates what you can do.

Data Science & AI on-demand course

What you’ll learn

A carefully curated curriculum designed to take you from ‘just curious’ to confidently working with data science & AI tools and workflows in as few as 12 weeks full-time (or 24 weeks part-time).

Foundation

SQL, Python, Jupyter Notebook, Git and GitHub, Linear Algebra, Probabilities and Statistics.

Data Analytics

Data Analysis, Data Preparation, Data Visualisation and Data Exploration.

Classic Machine Learning

Machine Learning, Supervised and Unsupervised learning, ML model enhancement, Naive Bayes, SVM, Random Forests, ML Pipelines and Classification.

Deep Learning

Neural Networks (implementation, troubleshooting & optimisation), CNN Architectures, Autoencoder Architecture, Data Augmentation, Tensorflow, Keras and Scikit-Learn.

Natural Language Processing

Text coding for NLP, Recurrent Neural Networks (RNN), LSTM, Attention Mechanisms, Transformer Model and chatbot building.

Bootcamp Methodology
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What you’ll need

You don’t need any prior qualifications in computer science or programming to join our bootcamp. We assume no prior knowledge and will guide you through the fundamentals in the first few weeks, helping you build a strong foundation. Whether you’re new to the field or upskilling for a more technical role, the program is designed to help you progress quickly and confidently.

Why learn with Code Labs Academy?

Portfolio building

Showcase your skills with real results. Throughout your course, you’ll complete hands-on projects based on real-world scenarios. By the end, you’ll have a professional portfolio that demonstrates your capability and helps you stand out.

Live mentorship

Learn directly from industry professionals who guide you every step of the way. Our live mentorship sessions give you personalised feedback on your projects, support while you learn, and real-time insights that build confidence and clarity.

Learning roadmap

Follow a structured learning path designed for progress. Each course includes clear objectives, skill milestones, and project deliverables—so you always know what’s next and how it supports your growth.

Career counselling & preparation

Your learning doesn’t end when the course does. Through personalised guidance, interview coaching, and portfolio support, we help you connect your new skills to real opportunities—whether that’s growing in your current role or applying for something new.

Finance your studies at Code Labs Academy

Flexible payment options

When learners come together, everyone benefits. Our community-based pricing model lets you start at a base rate and unlock shared discounts when you enrol with others. The more people who join, the lower the cost becomes—learning powered by collaboration. Explore additional ways to make your education more affordable.

Ready to level up your tech skills?

Don’t wait to build momentum. Join our community of learners and start working towards the skills (and portfolio) you want.