Data Riders
Guide

Turn Your Idea into Reality, with AI That Actually Works

Learn prompt engineering at Academia Data Riders, now open to everyone. Applied AI training for mining and industrial professionals, featuring an AI avatar tutor and certification track.

Learn to turn ideas into structured analyses, validated strategies, and real decisions. Walk away with 3 reusable prompts, 2 cheatsheets, and a method you will use every time.

Full access included for Data Riders clients, partners, consultants, and connected institutions. Open classes available to everyone.

See It in Practice

Watch an open class and experience the quality for yourself.

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Most people ask AI a question. Professionals give it a job.

You have an idea, perhaps a business, a strategy, a project. You ask ChatGPT for help. It gives you something that sounds smart. But when you try to act on it... it is vague, generic, and does not move the needle.

The problem is not the AI. The problem is how you are using it. This course teaches the method that makes AI genuinely useful for real work.

3 Professional Prompt Patterns + 2 Cheatsheets

Expert Advisor

Turn AI into a domain expert. Get structured diagnoses, recommendations, and action plans instead of generic advice.

Skeptical Analyst

Challenge what AI says. Separate facts from assumptions, flag unverified information, and identify what needs validation before acting.

Structured Comparison

Compare options using the same criteria. Stop choosing the most exciting path and start choosing the strongest one.

The 5-block framework on a single page

All 3 prompts summarized and ready to copy

Download the Prompt Blueprint Cheatsheet

The 5-block framework summarized on a single page. Keep it on your desk, share it with your team, or use it as a quick reference whenever you open ChatGPT.

  • The 5-block framework on one page
  • Instant PDF download
  • No spam, just the cheatsheet

All set!

Your cheatsheet is ready. Click below to download.

Want to go deeper? Watch open classes →

Learn. Execute. Apply.

Run prompts inside the lessons

Run prompts directly in the course interface. No switching tabs, no copying and pasting.

Q&A with AI Avatar

At the end of each chapter, chat with an AI avatar to ask questions, clarify concepts, and dive deeper.

Hands-on exercises

Each prompt pattern includes a guided exercise where you apply it to your own idea.

Real business case

Follow Lucas and Terra Foods from a terrible first prompt to professional outputs across 5 chapters.

Inside the Course

Actual platform screenshots. See exactly what you will get.

What Is Inside

47 lessons · 5 modules · 3.5 hours · Videos, Cases, Quizzes, Practical Exercises, Embedded Prompts, Q&A with AI Avatar

Understand how LLMs generate text, why they sound confident even when wrong, and explore the case study you will follow throughout the course.

Learn how hallucinations happen, what makes them dangerous in professional work, and how to detect them before they cause real harm.

Master the 5-block framework. Build your first Expert Advisor prompt (P1). Learn how to debug prompts when they fail. Receive the Prompt Blueprint cheatsheet.

Build your prompt library. Learn the Skeptical Analyst (P2) and Structured Comparison (P3). Apply all three patterns to your own idea.

See the full P1→P2→P3 workflow in action. Receive your Prompt Toolkit cheatsheet. Finish the course ready to work.

By the end of this course, you will be able to

Understand how language models work and why they can sound confident even when wrong

Identify hallucinations, weak reasoning, and unreliable claims in AI outputs

Apply the 5-block framework: Role, Context, Task, Output Format, and Rules

Use the Expert Advisor prompt (P1) to generate structured diagnoses and recommendations

Use the Skeptical Analyst prompt (P2) to separate facts, assumptions, hypotheses, and decisions

Use the Structured Comparison prompt (P3) to evaluate options and make better decisions

Apply the full P1 → P2 → P3 workflow to transform an idea into structured, validated, and useful work

What you need to get started

What you need

What you do NOT need

Bring your idea. The course provides the method.

How to Access the Full Course

Academia Data Riders is now open to everyone. Full access remains included at no cost for Data Riders clients, partners, consultants, and connected institutions; external professionals can enroll directly.

Included for

  • Data Riders clients
  • Partners and consultants
  • Connected institutions (e.g., IBRAM)

What you get

  • Full course (47 lessons, 5 modules)
  • 3 prompt templates (P1, P2, P3)
  • 2 downloadable cheatsheets
  • Access to Q&A with AI Avatar
  • Professional certificate
  • All future updates included

Available to everyone

Not a client or partner yet? You can watch selected lessons to experience the quality and method before joining our ecosystem.

  • Selected course lessons
  • See the method in action
  • No registration or login required

Returning students

If you already have an Academia account, go straight to the dashboard to resume lessons, download materials, and access your certificate.

  • Pick up where you left off
  • Download cheatsheets and prompts
  • Access your certificate

Come in with an idea. Walk away with a method.

You already have the idea. This course provides the framework, the prompts, the certificate, and the discipline to turn it into something real.

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