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Educational Content

Videos and educational material

Short videos and longer educational content about artificial intelligence, tech and digital transformation.

14 videos

Programming Basics in 25 Minutes — For People With No Tech Background25:00
ProgrammingPythonRustVS CodeCoding for BeginnersLearn to CodeTutorial

Programming Basics in 25 Minutes — For People With No Tech Background

Want to learn how to code but have no idea where to start? This is your starting point. In this beginner-friendly walkthrough, I cover what programming actually is, the core terminology every coder uses, the philosophy behind different programming languages, and how to write your first programs in Python and Rust — all using a simple cake-baking analogy. No jargon. No gatekeeping. Just the foundations you need before any of the millions of "learn to code" tutorials online start making sense.

I Built an Options Model With Codex and Claude Code9:54
Claude CodeCodexAI CodingOptionsBlack-ScholesFinancial ModelingDeveloper ToolsTutorial

I Built an Options Model With Codex and Claude Code

Build a working options pricing model using two AI coding tools — Codex to plan the project, Claude Code to implement it. This walkthrough shows a planning-first AI coding workflow: how to structure a project before writing a single line, then hand the spec to a coding agent and get a clean, modular options model out the other side. If you have wondered how Codex and Claude Code differ in practice, or whether AI can actually build something more complex than a single script — this is a real, end-to-end build.

Will AI Take Your Job?26:30
AI JobsFuture of WorkJob DisplacementCareer AdviceAI for BusinessAI UpskillingWorkplace AI

Will AI Take Your Job?

Will AI take your job? Maybe. But most of the headlines are selling panic, not signal. In this video I go through what the research actually says — WEF, IMF, Goldman Sachs, Challenger Gray, and Anthropic's own March 2026 study — which roles are genuinely at risk, which aren't and why, and what to do if yours is on the list. No fluff, no doomscrolling. From a state of worry to a clear-eyed view of where you actually stand.

Claude CoWork: Complete Beginner Guide (Setup, Use Cases & Dispatch)11:42
ClaudeCoWorkAI AgentAI ToolsAutomationAnthropicTutorial

Claude CoWork: Complete Beginner Guide (Setup, Use Cases & Dispatch)

CoWork is Anthropic's desktop AI agent — and it's not just another chatbot. This video is a practical walkthrough of what CoWork actually is, how it differs from Claude Chat and Claude Code, and how to set it up and use it for real productivity tasks.

Why Smart People Feel Stupid Around AI4:53
AIArtificial IntelligenceAI for BeginnersMachine LearningAI LiteracyDigital Transformation

Why Smart People Feel Stupid Around AI

A retired bridge engineer told me he was probably too old to understand AI. That struck a chord. This man studied more math than most of us ever will, and society had convinced him AI wasn't for him. In this video I break down why smart people feel dumb around AI, what the math behind it actually is (you may already know it), and why the jargon exists in the first place — because complexity sells courses, and mystification creates dependency.

Why I Stopped Modeling in Excel9:13
Financial ModellingExcelPythonSQLiteClaude CodeAI ToolsFP&ADigital TransformationFinance

Why I Stopped Modeling in Excel

Excel mixes data, logic, and presentation into one fragile layer — that's a structural problem, not a user error. In this video, I rebuild a financial model from Excel into Python + SQLite + GUI using Claude Code, showing how separating concerns makes your model auditable, scalable, and maintainable. You don't write the code — Claude Code does. Your job is structured thinking.

AI for Project Managers: 10 Prompts I Use on Real Projects12:56
AIProject ManagementPrompt EngineeringProductivityChatGPTClaude

AI for Project Managers: 10 Prompts I Use on Real Projects

AI tools can save project managers hours every week — but only if you know how to prompt them properly. This video shares 10 specific, ready-to-use prompts for the project management tasks that eat up most of your time: planning, risk assessment, stakeholder communication, and status reporting. Each prompt uses the PCG framework (Persona, Context, Goal) and is designed for real project work.

Prompt Engineering: How to actually get useful results from AI11:20
Prompt EngineeringAIChatGPTClaudeProductivity

Prompt Engineering: How to actually get useful results from AI

Prompt engineering sounds technical, but it's really just clear communication applied to a new kind of collaborator. This video breaks down the PCG framework (Persona, Context, Goal) and two techniques that will genuinely change how you work with AI tools like ChatGPT, Claude, Copilot, and Gemini.

I Built My Own AI Agent — Here's How11:56
AI AgentsLangChainOpenAIPythonAutomationGmail APITutorial

I Built My Own AI Agent — Here's How

Build your own AI agents that actually do things. In this hands-on tutorial, we write Python code from scratch to create a Gmail assistant using OpenAI's API and LangChain that can summarize emails, send messages, and check your calendar.

Creating a website from scratch with Claude Code8:40
Claude CodeAIWeb DevelopmentNo CodeAgentic CodingTutorial

Creating a website from scratch with Claude Code

This website took me ten minutes to build — and I didn't write a single line of code. But my first attempt with Claude Code? Messy files, broken layouts, and code that did things I never asked for. The difference between frustrating results and actually useful output comes down to how you set things up. In this video, I walk you through the exact workflow that changed everything — from empty folder to working website, step by step.

How to Think Like a Coder – The Mental Model Beginners Miss9:10
CodingProgrammingTechBasicsLearnToCodeAlgorithmsDigitalLiteracyTechnology

How to Think Like a Coder – The Mental Model Beginners Miss

From your phone to your washing machine, everything runs on the same fundamental logic. In this video, I break down the core concepts that power every piece of technology you use — no coding experience required. Whether you're curious about tech, considering learning to code, or just want to understand what's happening behind the screens you use every day, this video gives you the foundation.

3 AI mistakes leaders make that costs them millions4:08
AILeadershipDigital TransformationBusiness StrategyAI Implementation

3 AI mistakes leaders make that costs them millions

80% of digital transformation projects fail, and AI initiatives are particularly vulnerable. In this video, I break down the three most common AI mistakes quietly draining company budgets, and share practical strategies to protect your organization from repeating them. Whether you're a business leader, consultant, or part of a digital transformation team, understanding these pitfalls can save you significant time, money, and frustration.

What is AI? Practical answers for those with non-technical background13:57
AIArtificial IntelligenceGenerative AIPrompt EngineeringAI for non-codersHow to start with AI

What is AI? Practical answers for those with non-technical background

This is a hands-on, no bullshit walkthrough of the different meanings of artificial intelligence for people who do not have a tech background and need a starting point to their AI journey.

AI in large companies and your future career5:16
Artificial IntelligenceAI

AI in large companies and your future career

How do large cap companies work with IT projects and AI? How will AI implementations at these companies affect your career, and what can you do about it?