AI & MLIntermediate · 6 weeks
Generative AI & LLM Applications
Build real applications on top of large language models.
Practical, applied training on working with LLMs and generative AI tools — prompting, APIs, and building actual applications rather than just theory.
Live OnlineSelf-Paced
Prerequisites
- —Basic Python
- —Comfort making API calls (or willingness to learn quickly)
What you'll be able to do
- ✓Design effective prompts for reliable outputs
- ✓Build an application using an LLM API
- ✓Understand retrieval-augmented generation (RAG) basics
- ✓Evaluate and reduce hallucination/error in outputs
Curriculum
Working With LLMs
- ·How LLMs generate text, at a working level
- ·Prompt design and iteration
- ·API basics and rate limits
Building Applications
- ·A simple chat-style application
- ·Connecting an LLM to external data (RAG basics)
- ·Handling errors and edge cases
Evaluation & Responsible Use
- ·Spotting and reducing hallucinations
- ·Cost and performance trade-offs
- ·Basic safety/guardrail concepts
Format & Duration
Duration
6 weeks
Format
Live Online, Self-Paced
Level
Intermediate
Ready to find your starting point?
Take the free 15-minute assessment — get your SkillShaft Score and see if this program fits where you are right now.
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