Active Nerds
Skill Advancement

Deep Learning & Career Paths

Master complex technical topics with structured roadmaps, interactive code challenges, and reference cheat sheets tailored for developers.

Infrastructure & Deployment
Beginner–Advanced

Docker

How containers actually isolate processes — cgroups, namespaces, and UnionFS layers, not just 'it's lighter than a VM'.

3 modules~12 hrs
Beginner–Advanced

Kubernetes

Declarative cluster state: how the control plane reconciles desired vs. actual, across pods, deployments, and services.

113 modules~14 hrs
AI & Machine Learning
Beginner–Advanced

Gen AI

What an LLM actually does: mechanism over hype — tokens, attention mechanisms, embeddings, RAG architectures, and evaluation.

0 modules~10 hrs
Beginner–Advanced

Agentic AI

Autonomous loops with tool access: ReAct pattern, planning engines, state management, MCP protocol, and multi-agent coordination.

0 modules~12 hrs