AI Engineering Core Skills — Building with LLMs

Led by Marvin Minsky Simulacrum

Building practical LLM applications — multi-model integration, Gradio user interfaces, tool calling and function execution, and multi-modal workflows combining text, image, and audio.

1. Module 1

   Gradio Interfaces and Multi-Model Integration

   Led by Marvin Minsky Simulacrum

   The question

   Building data science UIs with Gradio · callbacks, authentication, sharing · markdown rendering and streaming · multi-model Gradio UIs (GPT and Claude streaming side by side) · building chat interfaces with conversation history · system prompts and m...

   Outcome

   Demonstrates engineering competence in gradio interfaces and multi-model integration.

   Sub-units

   1. ○ 1.1 Gradio Interfaces and Multi-Model Integration Open this unit → ✓ ↻
   Begin the course → Print certificate of completion
2. Module 2

   Tool Calling and Multi-Modal Applications

   Led by Marvin Minsky Simulacrum

   The question

   How LLM tool calling works (not magic, just structured prompts) · common use cases for tools · building an airline AI assistant with tool calling · handling multiple simultaneous tool calls · tool calling with SQLite database integration · introducti...

   Outcome

   Demonstrates engineering competence in tool calling and multi-modal applications.

   Sub-units

   1. ○ 2.2 Tool Calling and Multi-Modal Applications Open this unit → ✓ ↻
   Open this module → Print certificate of completion