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Claude & LLMs: From Developer to ML Practitioner
33 lessons across 7 modules. Start with API calls and prompt engineering, advance to transformer internals, fine-tuning, and production deployment.
Hashcat: Password Recovery & Security Auditing
10 lessons across 3 modules. From installation and hash identification to GPU-accelerated attacks, wordlist generation, and ethical security practices.
Helm Charts: From Templates to Production Kubernetes
20 lessons across 5 modules. From chart creation and Go templating to Ingress, Gateway API, LoadBalancers, RBAC, GitOps, and production operations.
CTF Red Team: AI-Powered Offensive Security
10 lessons across 3 modules. OSINT, vulnerability discovery, exploitation, and social engineering — all tasks require AI assistance. Includes CTF challenges with admin answer keys.
CTF Blue Team: AI-Powered Defensive Security
10 lessons across 3 modules. Detection, monitoring, hardening, incident response, and forensics — all tasks require AI assistance. Includes CTF challenges with admin answer keys.
AI OpSec: Safe Use of AI in High-Trust Environments
14 lessons across 4 modules. Personal vs. corporate boundaries, DLP, identity hygiene, hardening your AI stack, governance, and incident response. Mixed audience: from general staff to red/blue team operators.
Executive Programme in High-Assurance Information Security
16 lessons across 3 days. A strategic & technical briefing for C-level leaders in classified and high-sensitivity environments — persistent-threat thinking, personal & OPSEC hardening, devices, comms, resilience, and crisis decision-making. Strictly vendor-neutral, with interactive demos and tabletops.
AI Prompting Security: Understanding Prompt Injection
10 lessons across 3 modules. How prompt injection works, attack taxonomy with real examples, defense strategies, detection techniques, and red teaming methodology.
Linux Networking: Firewalls & Routing
3 lessons, ~50–60 min total. Beginner-friendly intro to iptables, nftables, the Linux routing stack, and policy-based routing — with 22 interactive SVG animations.
Creating MCP Servers: From First Tool to Production
15 lessons across 5 modules. Build, test, and ship Model Context Protocol servers in Python and TypeScript. Complements the MCP lesson in the Claude & LLMs course.
Building Your Own Agents: Four Frameworks, Four Sweet Spots
13 lessons across 6 modules. Build an LLM agent in each of four frameworks — Claude Agent SDK, LangGraph, OpenAI Agents SDK, CrewAI — and learn how to pick the right one. Pairs well with the MCP Servers course — agents need tools.
IT Landscape 2026: The Map for Everyone Else
A 14-lesson survey of modern IT for people who aren't (yet) in IT. Frontend, backend, networking, infrastructure & virtualization, cloud, DevOps, security, and the AI era — vocabulary plus a mental model, no code required.
Data Engineering with Python: From First Script to Production Lakehouse
14 lessons across 5 modules. Build one pipeline end-to-end on real GitHub events data — Python ETL, Parquet, Airflow, dbt, Iceberg, DuckDB / cloud warehouses, observability, cost & governance.
Cloud Infrastructure & DevOps: Ship a Feature End-to-End
14 lessons across 5 modules. Take a Python URL-shortener from laptop to production Kubernetes — containers, CI/CD, Terraform, Helm, observability, GitOps. Pairs well with the Linux Networking course for the lower-layer fundamentals.
AI for Dummies: From Zero to Confident
10 lessons / ~30 min each. From "I have no idea what AI is" to "I can talk to it well, run it on my laptop, and use it in my own projects." Every concept comes with a demo or interactive widget. No code, no math, no jargon.