Data Science & AI on-demand course

Build practical data science and artificial intelligence skills through hands-on, industry-relevant projects. Learn how to turn raw data into insights, train models, and build real-world AI applications. You’ll cover data analytics, data preparation and visualisation, classic machine learning (supervised & unsupervised learning, SVMs, random forests), deep learning architectures (including neural networks, CNNs, autoencoders, and data augmentation), and Natural Language Processing. Graduate with a professional portfolio and job-relevant capabilities for today’s data-driven teams.

Data Science & AI on-demand course

What you’ll Learn

We coach you through a carefully curated curriculum designed to take you from ‘just curious’ to confident in Data Science & AI 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 Visualization 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 basics in the first few weeks, ensuring you build a strong foundation from the ground up. Whether you’re upskilling, reskilling, or preparing for a new role, our programme is designed to get you up to speed 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 capabilities and helps you stand out.

Live Mentorship

Learn directly from industry professionals who guide you every step of the way. Our mentorship sessions help you get personalised feedback on projects, support while you learn, and practical insights that build confidence and clarity.

Learning Roadmap

Gain a structured learning path designed for progress. Each course follows a clear roadmap with learning objectives, skill milestones, and project deliverables — so you always know what’s next and why it matters.

Career Support & Preparation

Your journey doesn’t end when the course does. Through personalised guidance, interview coaching, and portfolio feedback, we help you connect your new skills to real opportunities — whether you’re aiming for a new role, a promotion, or stronger performance in your current job.

Finance your studies at Code Labs Academy

Flexible Payment Options

Explore ways to make learning more manageable — including instalment plans, discounts for groups, and employer sponsorship. If you’re based in Singapore, you can also speak with our team about local upskilling support pathways (where eligible).

Ready to Level Up Your Skills?

Don’t wait to upskill. Join our community of learners and start building the confidence and capabilities you want for the future of work.