AI Fundamentals — Learning Roadmap

Estimated Time to Job-Ready

6-10 weeks of consistent learning (2-3 hours/day)

Phase 1: Foundation (Week 1-2)

Build core understanding before touching advanced topics.

•Master the fundamental concepts and mental model

•Complete the fundamentals section in this course

•Run hands-on labs (beginner level)

•Build your first working example

Phase 2: Hands-On Practice (Week 3-5)

Theory without practice is useless. Build real things.

•Complete intermediate section and all labs

•Work through 2-3 guided projects

•Break things deliberately and fix them

•Read official documentation, not just tutorials

Phase 3: Production Patterns (Week 6-8)

Learn how professionals do it at scale.

•Study advanced section — production architecture

•Implement security best practices

•Set up monitoring and alerting

•Contribute to open-source or build portfolio project

Phase 4: Interview Ready (Week 9-10)

Convert knowledge into opportunity.

•Complete all interview Q&A sections

•Practice explaining concepts out loud

•Do 3+ mock technical interviews

•Apply to target roles

Skills You'll Build

Skill Area	What You'll Learn

|---|---|

Core Concepts	Fundamental architecture and design principles
Practical Skills	Real commands, configurations, and patterns
Troubleshooting	Diagnose and fix common production issues
Best Practices	Security, performance, cost optimization
Interview Prep	Answer any question with confidence

Weekly Study Plan

Monday:    Read theory (fundamentals/intermediate)
Tuesday:   Hands-on labs (practice environment)
Wednesday: Build a small project applying what you learned
Thursday:  Read docs, watch a video, go deeper on one topic
Friday:    Review interview questions, explain to yourself
Weekend:   Work on a portfolio project or practice exam

Red Flags to Avoid

•❌ Tutorial hell — watching videos without building

•❌ Skipping fundamentals to jump to "cool" advanced topics

•❌ Not reading error messages carefully

•❌ Copy-pasting code without understanding it

•❌ Studying in isolation — join communities, ask questions

Resources

•This course: Start with Overview → Fundamentals → Labs → Projects

•Official docs: Always the most accurate and up-to-date

•Community: Reddit, Discord, Stack Overflow for stuck moments

•Projects: Build something real, put it on GitHub

Getting Your First Job

1.Portfolio: 2-3 solid GitHub projects demonstrating the skill

2.Resume: Quantify achievements ("reduced deploy time by 60%")

3.Network: LinkedIn, meetups, DevOps/tech communities

4.Apply broadly: Apply to 20+ roles, expect 3-5 interviews per offer

5.Interview prep: System design + technical + behavioral all matter

AI Fundamentals — Roadmap