AIExpert
Ship production AI: RAG, agents, MCP, and MLOps — taught by the engineers companies are paying top dollar to hire.
Status
Not Enrolled
This program is not accepting enrollments right now!
Program Structure
1
Kickoff & Setup
2
Week 1: Prompt Engineering & Basic RAG
17 Lessons•14h 39m
6 Assignments
Lessons
Prompt Engineering Day 1 Lecture
41m
Prompt Engineering Day1 Lab
61m
Prompt Engineering + Basic RAG Day 2 Lecture
45m
Prompt Engineering + Basic RAG Day 2 Lab
61m
Day 1 Lecture: Prompt Engineering Theory
55m
Day 1 Lab: Auto Prompt Optimization with dspy
59m
Day 2 Lecture: Optimizing Dev Workflows with Cursor and Windsurf
39m
Day 2 Lab: Vibe Coding Full Stack application in 45 minutes
77m
Supplemental Session on Auto-prompt Optimization
Day 1 Lecture: RAG Fundamentals and types of RAG
44m
Day 1 Lab: Vectorizing Inputs into Milvus
80m
Day 2 Lecture: RAG Tradeoffs
35m
Day 2 Lab: Integrating RAG into your full stack app
73m
Building functional AI agents using LangChain Day1 Lecture
50m
Building functional AI agents using LangChain Day1 Lab
51m
Building functional AI agents using LangChain Day2 Lecture
39m
Building functional AI agents using LangChain Day2 Lab
63m
3
Speaker Events Archive
4
Week 2: Advanced RAG, Reranking & Dev Workflow
12 Lessons•10h 22m
3 Assignments
Lessons
RAG optimisation + Reranking Day 1 Lecture
48m
RAG optimisation + Reranking Day 1 Lab
65m
RAG optimisation + Reranking Day 2 Lecture
33m
RAG optimisation + Reranking Day 2 Lab
78m
Optimize your dev workflow with Claude Code and Codex Day1 Lecture
48m
Optimize your dev workflow with Claude Code and Codex Day1 Lab
58m
Optimize your dev workflow with Claude Code and Codex Day2 Lecture
50m
Optimize your dev workflow with Claude Code and Codex Day2 Lab
62m
Day 1 Lecture: Graph RAG vs Vector RAG
38m
Day 1 Lab: Building Graph RAG in production
54m
Day 2 Lecture: Types of Agents (reflection, plan-and-execute, rewoo)
30m
Day 2 Lab: Enhancing RAG with Agentic AI
52m
5
Week 3: Agentic AI, MCP & Automation
8 Lessons•6h 53m
2 Assignments
Lessons
MCP and Agentic AI Day 1 Lecture
29m
MCP and Agentic AI Day 1 Lab
73m
MCP and Agentic AI Day 2 Lecture
42m
MCP and Agentic AI Day 2 Lab
55m
OpenClaw and Automating business processes Day1 Lecture
32m
OpenClaw and Automating business processes Day1 Lab
71m
OpenClaw and Automating business processes Day2 Lecture
30m
OpenClaw and Automating business processes Day2 Lab
78m
6
Week 4: MLOps, Guardrails & Business Value
13 Lessons•8h 27m
3 Assignments
Lessons
MLOPs and Guardrails Day 1 Lecture
35m
MLOPs and Guardrails Day 1 Lab
61m
MLOPs and Guardrails Day 2 Lecture
26m
MLOPs and Guardrails Day 2 Lab
76m
Day 1 Lecture: Trusting your workflows (evaluation metrics and guardrails)
27m
Day 1 Lab: Setting up CI/CD for an AI application
48m
Day 2 Lecture: Understanding LLM Reasoning traceability
34m
Day 2 Lab: Tracing LLM reasoning with LangChain + LangSmith
42m
Supplemental lab session on GuardrailsAI
OpenClaw Safeguards & Measuring business value for AI Agents Day1 Lecture
41m
OpenClaw Safeguards & Measuring business value for AI Agents Day1 Lab
49m
OpenClaw Safeguards & Measuring business value for AI Agents Day2 Lecture
47m
OpenClaw Safeguards & Measuring business value for AI Agents Day2 Lab
17m
7
Week 5: End-to-End AI Applications
12 Lessons•9h 52m
4 Assignments
Lessons
End-to-End AI Applications Day 1 Lecture
36m
End-to-End AI Applications Day 1 Lab
64m
End-to-End AI Applications Day 2 Lecture
50m
End-to-End AI Applications Day 2 Lab
49m
End-to-End AI Applications Day1 Lecture
36m
End-to-End AI Applications Day1 Lab
58m
End-to-End AI Applications Day2 Lecture
43m
End-to-End AI Applications Day2 Lab
55m
Day 1 Lecture: Leveraging MCP and tools to integrate effectively
31m
Day 1 Lab: Using MCP to build more powerful agents
65m
Day 2 Lecture: How to link your AI agent to value
37m
Day 2 Lab: Building an asynchronous vs synchronous agent
67m
8
Capstone
2 Assignments
9
Q&A with Zach
15 Lessons•8h 52m
Lessons
Q&A with Zach Week 1 (2025-07-10)
Q&A with Zach Week 2 (2025-07-18)
Q&A with Zach Week 3 (2025-07-25)
Q&A with Zach Week 4 (2025-08-01)
Q&A with Zach Week 5 (2025-08-08)
Q&A with Zach Week 1 (2025-10-09)
59m
Q&A with Zach Week 2 (2025-10-09)
53m
Q&A with Zach Week 3 (2025-10-09)
53m
Q&A with Zach Week 4 (2025-10-09)
55m
Q&A with Zach Week 5 (2025-10-09)
49m
Q&A with Zach 1
54m
Q&A with Zach 2
50m
Q&A with Zach 3
44m
Q&A with Zach 4
55m
Q&A with Zach 5
56m
10
Tech Talks
15 Lessons•12h 39m
Lessons
Tech Talk - Li (2025-07-10)
57m
Tech Talk - Conor
61m
Tech Talk - Vikram
56m
Tech Talk - Ryan
Tech Talk - Chip
Tech Talk with Xinran Waibel
60m
Tech Talk - 2
46m
Tech Talk with Ryan
59m
Tech Talk with Carly
59m
Tech Talk with Li
57m
Tech Talk - Li (2026-03-13)
57m
Tech Talk - Brian
72m
Tech Talk - Sai
60m
Tech Talk - Vaishali
49m
Tech Talk - Shwetha
61m
11
TA Office Hours
25 Lessons•9h 48m
Lessons
TA Office Hour 1 (2025-07-15)
TA Office Hour 2 (2025-07-17)
TA Office Hour 3 (2025-07-23)
TA Office Hour 4 (2025-07-24)
TA Office Hour 5 (2025-07-30)
TA Office Hour 6 (2025-07-31)
TA Office Hour 7 (2025-08-06)
TA Office Hour 8 (2025-08-07)
TA Office Hour
63m
TA Office Hour 1 (2025-10-09)
46m
TA Office Hour 2 (2025-10-09)
57m
TA Office Hour 3 (2025-10-09)
TA Office Hour 4 (2025-10-09)
TA Office Hour 5 (2025-10-09)
TA Office Hour 6 (2025-10-09)
TA Office Hour 7 (2025-10-09)
TA Office Hour 8 (2025-10-09)
TA Office hours 1
46m
TA Office hours 2
102m
TA Office hours 3
50m
TA Office hours 4
54m
TA Office hours 5
57m
TA Office hours 6
58m
TA Office hours 7
49m
TA Office hours 8