Learners Academy · AI & Data

AI & Data Science Lab

Three hands-on mini-tools from the full course: write a real prompt, sketch an AI agent's plan, and map a data science pipeline — all in your browser.

Structure a prompt that actually works Role → Context → Task → Format

Vague prompts get vague answers. Describe what you want in plain words below, and the lab restructures it into a prompt with the four parts every strong prompt needs.

Watch an AI agent plan a goal Perceive → Plan → Act → Reflect

Agentic AI doesn't just answer once — it breaks a goal into steps, picks tools, acts, checks its own work, and only then reports back. Type a goal and watch the plan unfold.

Map a data science pipeline Question → Data → Model → Deploy

Every data science project — however fancy the model — follows the same skeleton. Describe a business question and see it mapped onto the pipeline you'll use in every real project.