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Introduction Course: The Deep Dive

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Mini Demos

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The Secret Engine: How ChatGPT Actually Thinks (and Why It Sometimes Forgets)

Demystify the "magic" behind modern AI. This 5-minute video breaks down the Transformer architecture and explains the single concept that controls your AI's memory and cost. Understand the engine to use the tool better.

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The COACH Checklist: The 5-Step Formula for Professional-Grade Prompts

Keep getting disappointing results from AI? It’s all about your prompt! Learn the simple, repeatable, 5-step COACH Framework—a professional checklist that transforms generic AI requests into perfect, personalized outputs. See a live example of how to make your prompts professional and get the reliable results you need.

Course Overview

About the Course


Ready to understand the "magic" behind modern AI?


  • This training is the essential next step for those who want to move from a confident user to a true power user.

  • We open the hood on AI to show you the strategic concepts that drive all advanced tools. This is not about memorizing code; it’s about understanding the key architectures (like the Transformer) and advanced methods that give you expert-level control over the output.

  • You will master advanced prompting workflows, learn how to give AI new knowledge with a powerful technique called RAG, and develop the professional mindset needed to use AI strategically and responsibly.


Demos & Applicability


  • The principles you’ll learn provide an expert-level foundation, helping you analyze the trade-offs between different models and make smarter technology choices.

  • See visual breakdowns of complex concepts, such as the fundamental "attention mechanism" that powers advanced language.

  • Master the universal COACH framework for structuring any strategic or professional prompt with maximum impact.

  • Move beyond the basics to advanced techniques like Prompt Chaining for complex, multi-step tasks.


Learning Outcome


This training equips you to:


  • Explain the core architecture (the Transformer) that powers all modern Large Language Models.

  • Apply advanced prompting workflows, including Chaining, the COACH framework, and the RAG method.

  • Analyze the strategic trade-offs between different AI solutions for business use.

  • Confidently discuss cutting-edge AI concepts, such as Generative Adversarial Networks (GANs).


Who This Toolkit Is For


This course is perfect for:


  • Professionals who finished Introduction Course 0.1 and want to take the next step in technical understanding.

  • Team leaders or managers who need to evaluate and make strategic decisions about AI tools.

  • Anyone curious to understand the "how" behind the most advanced AI functions.

  • Power users who feel they have hit a ceiling with basic prompting.


Your Full Training Package


  1. Slide Deck

    A complete visual presentation covering all key concepts, frameworks, and practical examples explored in the training.

  2. Session Summary

    A concise written overview of the session, summarizing the most important technical and strategic insights for quick reference.

  3. Advanced Prompting Playbook

    Copy-and-paste workflows for multi-step AI tasks using Chaining, COACH, and RAG frameworks.

  4. Professional Frameworks Guide

    Master the COACH and RAG frameworks with clear, actionable guidance.

  5. Resource Bonus Pack

    AI & Data Fundamentals : an essential guide to understanding how data powers modern AI systems.


Self-Paced Slide Deck Training — Complete flexibility to learn at your speed.

No lengthy videos to sit through—jump straight to the frameworks you need and reference them anytime.

Designed for busy professionals who value efficiency.


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