Ransford's Notes
Free learning. Industry standards. No fluff.

Learn tech the wayit actually makes sense

I built this because most tech education is either too expensive, too theoretical, or too scattered. Here you get structured learning paths, interactive tools, and content mapped to real certifications. Everything is free to access.

What you get

220+

Hours of content

50+

Interactive tools

16+

Certifications mapped

7

Learning tracks

All content currently free to access

Featured CourseNew

AI Agents

Beginner to Expert in 120 hours

The most comprehensive free AI agents course available. Learn to build intelligent systems that perceive, reason, and act. From foundational concepts to production deployment with security best practices.

120 hours24 modulesCertificate included
Start the AI Agents course

What you will learn

  • Agent architectures and design patterns
  • Tool use and function calling
  • Memory systems and context management
  • Security, ethics, and responsible deployment
  • Production-ready implementation

All learning tracks

Seven paths to mastery

Each track takes you from foundations to advanced practice. Pick based on your goals, not what is trendy.

RA

Meet the author

Ransford Amponsah

TOGAF Practitioner, CEng, MIMechE

"I built this because I was frustrated with how tech education works. Most resources were either too expensive, too theoretical, or completely disconnected from real work. I wanted something that respects your time and actually helps you make better decisions."

My background spans mechanical engineering, aerospace and medical sector work optimising composite materials, and a transition into data and digitalisation. I have worked with industry leaders across IBM, Ofgem, DESNZ, BSI, Victrex, and academia. This platform is built on everything I have learned along the way.

This site is for

  • Beginners

    building intuition

  • Professionals

    filling knowledge gaps

  • Career switchers

    mapping the territory

  • Engineers

    testing assumptions

  • Curious minds

    exploring at their own pace

Accessibility built in

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Latest article

Cybersecurity notes

A beginner-friendly walkthrough of confidentiality, keys, and hashing with simple exercises.

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Ready to start?

Pick a topic that interests you and dive in. Every expert started as a beginner. The best time to learn something new is now.