Get the Complete 2026 DevOps Roadmap & Interview Cheat Sheet here
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👉 Download The Headhunter's Database Here
I used to think I needed to pay $5,000 for a bootcamp to get a remote job in DevOps. I was wrong.
The best resources from Harvard, Google, and IBM are actually free—they are just hard to find.
I spent the last 3 months curating verified resources to build my own "Personal Degree." I wanted to share the best ones here so you can save money.
🚀 Part 1: The AI & Data Science Roadmap
These are the courses used by top engineers at FAANG companies.
| Topic | Resource Name | Provider | Status |
|---|---|---|---|
| Foundation | CS50's Introduction to AI | Harvard | ✅ Verified |
| Machine Learning | Machine Learning Crash Course | ✅ Verified | |
| Deep Learning | Deep Learning Specialization | Andrew Ng | ✅ Verified |
| LLMs | ChatGPT Prompt Engineering | DeepLearning.AI | ✅ Verified |
| TensorFlow | TensorFlow Developer Cert | Coursera | ✅ Verified |
☁️ Part 2: The DevOps & Cloud Roadmap
You don't need to learn everything. You just need these core skills.
| Topic | Resource Name | Provider | Status |
|---|---|---|---|
| Linux | Intro to Linux | Linux Foundation | ✅ Verified |
| Docker | Docker for Beginners | KodeKloud | ✅ Verified |
| Kubernetes | K8s Fundamentals | CNCF | ✅ Verified |
| AWS | Cloud Practitioner Essentials | AWS | ✅ Verified |
| Terraform | Terraform Associate Prep | HashiCorp | ✅ Verified |
💡 The "Secret" Interview Cheat Sheet
I also realized that 90% of technical interviews ask the same 5 Linux questions.
Instead of memorizing textbooks, I built a "One-Page Cheat Sheet" for:
- File Permissions (
chmod 744) - Log Analysis (
grep "Error") - Process Management (
kill -9)
It saves me about 5 hours of studying every week.
📥 Want the Full Database?
I compiled all 50+ Verified Resources, the Linux/Docker Cheat Sheets, and Ready-to-Deploy Terraform Code into a clean, printable PDF Portfolio Kit.
It costs $19 (less than a pizza), and it supports my work.
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