ROADMAPS

Learning stitched together.

Fundamentals to production. Find your level, start at the right place — Nerdo keeps your spot.

Browse all courses

Start here
Foundations with no prerequisites. Brand new to this? Pick one and go.
AI Developer
Build intelligent AI applications from scratch. Learn Python, AI fundamentals, and progress to building sophisticated AI agents.
Open roadmap
Vibe Coder
Master the art of AI-assisted development. Learn to work effectively with AI tools to build software at unprecedented speed.
Open roadmap
Prompt Engineering
Craft, test, and harden prompts across every major LLM — from foundations to production.
Open roadmap
AI for Business
Apply AI to product, marketing, sales, and strategy without writing code.
Open roadmap
Build real things
You have the basics — now ship working, production-shaped projects.
Build AI Agents
Design, build, and ship autonomous agents that reason, plan, and use tools end-to-end.
Open roadmap
LLM Engineer
Specialize in LLM development, RAG, fine-tuning, and production operations.
Open roadmap
DevOps & MLOps
Run AI/ML in production. Pipelines, infrastructure, observability, and platform engineering.
Open roadmap
Specialize
Go deep in a high-leverage domain and lead.
Cybersecurity
Master offensive and defensive security, from bug bounties to cloud security.
Open roadmap
AI Security
Protect AI systems from adversarial attacks, prompt injection, and emerging threats.
Open roadmap

Land the job

Interview-ready, end to end — pair with any path above.

AI/ML Career Path

Crack ML, LLM, system-design, and AI-agent interviews — from fundamentals to mocks.

Engineering Career Path

Cover the full interview gauntlet: software, system design, frontend, backend, DevOps, security.

English for your field

Communicate with global teams in the language of your discipline.

English for AI/ML

Read papers, present results, and run AI/ML conversations in English with confidence.

English for Developers

Code reviews, design docs, standups — all in English, without freezing up.

English for Network Engineers

Run incident bridges, document architectures, and lead reviews in English.

English for DevOps

Lead postmortems, runbooks, and platform docs in clear English.

English for Data Science

Present findings, write executive memos, and discuss models in fluent English.

English for Cybersecurity

Translate threats and incidents into precise English for leadership and customers.

English for Data Engineering

Document pipelines, discuss data models, and explain governance in plain English.