Courses

Apprentice (Building a simple Q&A bot using an existing API and a small document set) Initiate (Understanding LLMs and the need for RAG) Journeyman (Setting up a vector database and creating a full RAG pipeline from scratch) Master (Optimizing and scaling a large complex RAG system)

Initiate (ways to combine the techniques) Project (build complex projects)

Initiate (The fundamentals of AI, Python basics, and mastering prompt-craft) Apprentice (Building custom workflows in ComfyUI, fine-tuning models) Journeyman (Developing your first RAG-based chatbot or information retrieval system) Master (Creating a fully autonomous AI agent for a specific purpose)

Journeyman (Deploying a multi-container application with Kubernetes) Apprentice (Dockerizing your first application) Initiate (Linux command line, servers vs. containers Master (Building an automated CI/CD pipeline with Kubernetes cluster)

Initiate (Basic Game Mechanics with simple Game Engine) Apprentice (Creating simple games with easy game engine) Journeyman (More complex and polished game experience) Master (Using Advanced Game engine using frameworks)