Master the Science Behind Every Prompt
A 10-day email course for technical professionals who need precise, repeatable, reliable AI outputs. Go beyond tips and tricks — understand tokenisation, attention, decoding, and production pipelines from first principles.
What You'll Be Able to Do After This Course
Understand how models actually read your prompts
Learn tokenisation, attention, and context windows from first principles. Know why a prompt works — not just that it does — and debug failures instead of guessing.
Control decoding and sampling for reliable output
Master temperature, top-p, top-k, and beam search. Know which parameters to tweak for creative tasks versus precision tasks — and why defaults often fail.
Defend against adversarial prompts
Learn prompt injection, jailbreaks, and leakage attacks. Build defensive prompting patterns that protect production systems from manipulation.
Build production prompt pipelines
Turn one-off prompts into tested, versioned, monitored pipelines. Learn evaluation frameworks, A/B testing, and rollback strategies for prompt engineering in production.
Deep Dive in the Technical Science of Prompts
Deep dive into the technical science of prompts: tokenization, attention, decoding, chain-of-thought, in-context learning, context engineering, structured output, evaluation, adversarial security, and production pipelines. For technical professionals who need precise, repeatable, reliable AI outputs.
What You'll Learn
10 lessons · One per day
Lesson 1: How Language Models Actually Read Your Prompts
Understand tokenisation, attention, and context windows. Learn how language models actually process your prompts — and why that matters for output quality.
Lesson 2: Decoding & Sampling: How Models Generate Text
Master decoding and sampling: temperature, top-p, top-k, beam search. Know which parameters to tweak for creative versus precision tasks.
Lesson 3: The Mechanics of Chain-of-Thought
Understand the mechanics of chain-of-thought at a technical level. Learn why step-by-step reasoning improves output and when it fails.
Lesson 4: Zero-Shot, One-Shot, Few-Shot: The Science of Examples
Learn the science of zero-shot, one-shot, and few-shot prompting. Understand in-context learning and how examples shape model behaviour.
Lesson 5: System Prompts & Behavioural Control
Master system prompts and behavioural control. Learn how to set persistent instructions, manage persona, and enforce output constraints.
Lesson 6: Context Engineering
Learn context engineering — managing context window limits, information density, and retrieval-augmented prompting for long documents.
Lesson 7: Structured Output Engineering
Master structured output engineering. Learn how to force JSON, XML, and custom formats reliably — and how to validate and parse the results.
Lesson 8: Evaluating & Testing Prompts
Build evaluation frameworks for prompts. Learn how to test, benchmark, and compare prompt variations systematically — not by vibes.
Lesson 9: Adversarial Prompting & Security
Understand adversarial prompting and security. Learn prompt injection, jailbreaks, and defensive patterns that protect production systems.
Lesson 10: Production Prompt Pipelines
Turn one-off prompts into production pipelines. Learn versioning, monitoring, A/B testing, and rollback strategies for prompt engineering at scale.
Questions? Answered.
The Professionals course teaches practical prompt patterns for business use. This course goes deeper — into the mechanics of how models process prompts, decoding strategies, evaluation frameworks, and production pipeline engineering. It's for people who need to build and maintain AI systems, not just use them.
About 15-20 minutes per day for 10 days. Each lesson includes technical examples and exercises you can apply to your current AI projects.
You're covered by a 30-day money-back guarantee. If the course doesn't deepen your technical understanding of prompt engineering, email us and we'll refund you — no questions asked.
Lessons arrive on a schedule — daily, weekly, or at whatever pace the course sets. Read each one in 5 minutes, complete the quick quiz, and move on. Access lessons in your inbox or online in your dashboard — no app to install.
No. Lessons work in any email client or web browser — Gmail, Outlook, Apple Mail, Chrome, Safari, anything. If you can open a link, you're ready.
Lessons stay in your inbox — read them when you have time. There's no penalty for going at your own pace. You're in control of your schedule.
Yes. Every course comes with a 30-day money-back guarantee. If you're not satisfied, contact us for a full refund — no questions asked.
Yes. Complete all lessons and quizzes in a course to earn a certificate of completion. Share it on LinkedIn or with your employer.
Yes. Lessons work on any device — phone, tablet, or desktop. Read them in your inbox or in your online dashboard. No separate app needed.
For the free mini-course, no — just enter your email. For paid courses, you'll create an account during checkout so we can track your progress and issue certificates.
Yes. You can stop receiving lessons at any time from your dashboard or by clicking the unsubscribe link in any email. No phone calls, no retention hoops.
Yes. Payments are processed by Stripe, a PCI-compliant payment provider. We never see or store your card details. You're protected by the same security standards as any major online retailer.
Yes. Lessons stay in your inbox, and your dashboard keeps a record of your progress and quiz results. You can revisit any lesson anytime — nothing disappears when the course finishes.