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Generative AI Bootcamp

Ship real products on top of LLMs — prompt engineering, RAG, agents and putting AI features into production.

Hybrid · online + lab 10 weeks full-time from S$9,900
Generative AI Bootcamp at Bytecraft Academy Singapore

Our graduates now build at

NovaPaySembrGroByteHarbourlineKopitechLumenly

Bootcamp overview

The Generative AI Bootcamp is for people who want to build with large language models, not just chat with them. You learn how LLMs actually behave, how to engineer prompts that hold up in production, how to ground a model in your own data with retrieval, and how to wire up agents that take real actions — then ship the whole thing as a working product.

It is the most fast-moving programme we run, because the field is. We keep it grounded in fundamentals that last — how to evaluate outputs, control cost and latency, and build safely — rather than chasing whichever tool trended last week. You will work hands-on with current models and frameworks, and learn the judgement to pick the right one for a job.

It works best if you already have some coding comfort, which is why our Track Finder often pairs beginners with a foundation step first. You leave with a portfolio of AI features you have actually deployed, the vocabulary to talk credibly with engineering and product teams, and the confidence to keep up as the field shifts.

Who it's for

Builders, analysts and developers who want to add production-grade AI skills, fast.

AI EngineerLLM Application DeveloperAI Product BuilderAutomation Engineer

Modules & syllabus

What you'll learn, in order. Each module builds on the last.

A practical mental model of language models, and prompting techniques that stay reliable beyond the demo.
Embeddings, vector search and grounding a model in your documents so it answers from real, current sources.
Giving models tools and memory to take multi-step actions, with the guardrails to keep them safe and on-task.
Deploying an AI feature, evaluating quality, managing cost and latency, plus a portfolio capstone.

What you walk away with

  • Live instruction from AI practitioners
  • Hands-on work with current models & frameworks
  • A portfolio of deployed AI features
  • Evaluation, cost & safety practices
  • Hiring-partner & product-team introductions
  • Lifetime access to materials & alumni community

Fees & financing

Full programme fee
S$9,90010 weeks full-time · 20 weeks part-time
SkillsFuture-eligible · pay in full or in instalments. A short foundation step is recommended for absolute beginners.
How to apply

Ready to join the next cohort?

Applications take about ten minutes — tell us a little about you and your goals. No prior coding needed, and there's no obligation. We'll be in touch to confirm fit and the next start date.

Apply now
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