Learning Resources

Learn Without Burning Money

Honest breakdowns of the best free and paid learning platforms. Real pricing, real opinions, no affiliate links. You don't need to understand every line of code — you need to understand what it does and why.

The Truth First

What You Actually Need to Know

You Don't Need to Be a Developer

You need to understand what your code does and why. That's it. AI can write the code. You need to be able to read it, explain it, and know when it's wrong. That skill is learnable without a CS degree.

AI Generates Your Documentation

Ask Claude or ChatGPT to explain your stack in plain English — architecture docs, security breakdowns, deployment steps, all of it. Hand that to a client or interviewer and you look like you've been doing this for years. Because functionally, you have.

Certifications Are Real Currency

AWS, Google Cloud, CompTIA — these look good on applications and they're achievable without a traditional background. They prove you understand the concepts even if you've never worked in a corporate IT department.

Start Here — It's Free

Free Courses from Anthropic

Free courses from the people who built Claude. Certificates included. No excuse not to.

🎓

anthropic.skilljar.com

Eight free courses, all with certificates, all from Anthropic directly. If you're using Claude to build, these courses give you the vocabulary and mental models to use it significantly better.

Open Anthropic Learning →
📜

Claude 101 (Essentials)

Start here if you're new to Claude. Covers the fundamentals of working with the model effectively.

💻

Claude Code in Action

Practical walkthrough of Claude Code — the terminal agent that runs your builds inside VS Code.

📈

API Fundamentals

How the Anthropic API works. Essential if you're planning to build apps that call Claude directly.

🤖

Prompt Engineering Tutorial

The structured approach to writing prompts that actually work. Covers techniques that apply across all AI tools, not just Claude.

🌐

Real World Prompting

Prompting in practice — real tasks, real workflows, real results. Pairs well with the techniques page on this site.

🔧

Tool Use with Claude

How to give Claude access to external tools and functions. The foundation for building agents that do real work.

🔗

MCP Servers (Build from Scratch)

Build your own Model Context Protocol server from scratch. For developers who want Claude to connect to their own tools and data.

🏫

AI Fluency for Students

Designed for students and beginners. Covers AI literacy, responsible use, and practical workflows for learning environments.

Free Forever

Community Learning Platforms

These cost nothing. They are legitimate. People get jobs from both of them.

freeCodeCamp

Completely free. Project-based curriculum that takes you from zero to full stack web developer. The certifications are recognized. The community is massive. If you're brand new to coding and you need a structured path that costs nothing, start here.

freecodecamp.org →

The Odin Project

Free, open source, full stack web development curriculum. More opinionated than freeCodeCamp — it has a single path and it expects you to follow it. Good for people who want someone else to make the decisions about what to learn next.

theodinproject.com →

MDN Web Docs

Mozilla's documentation for HTML, CSS, and JavaScript. Free. Authoritative. The reference that professional developers use every day. Not a curriculum — a reference you'll return to constantly once you start building.

developer.mozilla.org →

Paid Platforms

When It's Worth Paying

All of these are worth it at the right price. None of them are worth paying full price.

01

Udemy

Never pay full price. Udemy runs sales constantly — courses drop to $10–20 every few weeks. If you see a course at full price ($80–200), wait a week. It will go on sale. The courses themselves are good. The pricing model is just theater.

Covers every stack, every tool, every skill level. If you want to learn React, Firebase, Python, AWS, or anything else — there is a highly-rated Udemy course for it. Check the rating and the last update date before buying.

Tip Search for your topic, sort by Highest Rated, and check when the course was last updated. Avoid courses that haven't been touched in 2+ years — the APIs and tools may have changed significantly.

udemy.com →

02

LinkedIn Learning

About $25/month or included with LinkedIn Premium. Good for professional development topics — project management, leadership, business tools, and technical content that sits at the intersection of business and tech.

The certificates show up directly on your LinkedIn profile, which matters if you're using LinkedIn to find work or clients. That's the real value — less the content itself, more the visibility of the credential.

linkedin.com/learning →

03

Coursera

Where you go for cloud certifications and professional certificates that look good on applications. AWS, Google Cloud, IBM, Meta, and others offer courses here. The Google and AWS certs are recognized by employers.

Audit most courses for free — you get the content but not the certificate. If you want the credential, you pay. Some individual courses are $49–79. Professional certificates are subscription-based.

Best Use AWS Cloud Practitioner and Google Associate Cloud Engineer are the highest return-on-investment certifications for someone entering cloud or DevOps work. Both are achievable without prior cloud experience.

coursera.org →

Certifications

Credentials Worth Pursuing

These are recognized by employers. They are achievable without a traditional background. They prove you understand the concepts.

AWS Cloud Practitioner

Entry-level AWS certification. Widely recognized. Covers cloud fundamentals — compute, storage, networking, pricing, security. The starting point for any cloud career path. Study time: 20–40 hours.

Google Associate Cloud Engineer

Google's cloud infrastructure certification. Strong if you're building on Google Cloud or planning to work in GCP environments. More technical than AWS Cloud Practitioner — plan for 40–80 hours of prep.

CompTIA A+

IT fundamentals certification. The entry point for tech support, helpdesk, and IT roles. Covers hardware, operating systems, networking, security, and troubleshooting. Respected across industries.

CompTIA Security+

Security fundamentals certification. Covers threats, cryptography, identity management, and risk management. Government contractors often require it. Strong resume line for anyone touching infrastructure or enterprise systems.

Microsoft Azure Fundamentals (AZ-900)

Azure's entry-level cloud certification. Good if you're targeting Microsoft-heavy enterprise environments. Covers Azure services, cloud concepts, pricing, and compliance. Study time: 15–30 hours.

AWS Solutions Architect Associate

The next step up from Cloud Practitioner. Covers designing distributed systems on AWS. The most widely recognized AWS cert beyond entry level. Study time: 60–100 hours. Worth every one of them.

You don't need to understand every line of code. You need to understand what it does and why. AI bridges that gap. Take a free Anthropic course, build something real with the workflow on this site, and ask Claude to generate documentation explaining your own stack back to you. Hand that to an interviewer. You'll sound like you've been doing this for a decade.

— Billy Williams, Stacked Alchemist LLC

Ready to Build Something?

The fastest way to learn is to build a real project. Download the CLAUDE.md template, fill it out, and start. The workflow handles the rest.