Live Cohort Sessions

08 (Saturday) - 09 (Sunday) November 2025

LocationTime ZoneStart TimeEnd Time
Los AngelesPDT (UTC-7)9:00 AM12:15 PM
New York CityEDT (UTC-4)12:00 PM3:15 PM
LondonBST (UTC+1)5:00 PM8:15 PM
BerlinCEST (UTC+2)6:00 PM9:15 PM
BulgariaEEST (UTC+3)7:00 PM10:15 PM

You can use this link to easily convert to your local time.

1
Nov 8 (Sat): LLM Ops - Deployment and Monitoring of LLMs

Lecture

  • Building a production-grade LLMOps Stack
  • The Inference Engine (vLLM)
  • Quantization
  • Monitoring and Observability

Lab

We'll build a production-ready LLM serving stack using vLLM, NGINX, Prometheus, and Grafana. The lab will cover:

  • Using Docker Compose to orchestrate the stack
  • Deploying a vLLM server with a custom model
  • Securing the vLLM API with NGINX
  • Metrics from vLLM with Prometheus and Grafana
  • Testing the stack with a Python client
2
Nov 9 (Sun): Agentic AI - Agents and Workflows

Lecture

  • Workflows vs Agents
  • Agentic Patterns
  • Prompting for AI Agents
  • Building Tools for Agents
  • Evaluating Agentic Systems

Lab

We'll learn how to build agents and workflows using LangGraph. The lab will cover:

  • Building a simple agentic workflow using LangGraph
  • Shared state memory management
  • Defining workflow nodes and edges
  • Context management and tool use
  • Building a multi-agent system with LangGraph
Notes
  • Each day has a lecture (1 hour) and a lab session (2 hours)
  • All sessions will have 10+ minutes for Q&A at the end
  • Sessions might be recorded, but not guaranteed

Previous Session Recordings