Autoplay
Autocomplete
Previous Lesson
Complete and Continue
AI Workflows
Welcome
About the course (1:45)
Tools & Setup
Introduce Yourself
How to Use a Semantic Layer to Power Data-Aware GPTs
What to expect this week
The Semantic Layer (6:38)
Introduction to Prompt Engineering Best Practices (9:29)
π Your Project: Creating a Data-Aware GPT (4:44)
Quiz
Additional Learning Resources
Transition Module: Environment & Git Setup
What to expect
Git & Dependencies (High-Level) (5:44)
π Environment Checkpoint (Audit Repo) (6:28)
Additional Learning Resources
Setting Up AI Coding Environments + Intro to MCP
What to expect this week
Introduction to Context Engineering (5:10)
Why AGENTS.md (0:14)
Introduction to Model Context Protocol (MCP) (5:39)
π Creating and Setting up a Postgres MCP Server with Cursor AI (10:33)
Quiz
Additional Learning Resources
Introduction to Agents & Deploying a Data-Cleaning Agent
What to expect this week
Introduction to AI Agents (11:12)
Core Components of LangGraph (9:26)
OpenAI API Key
π Complete The Routing Workflow (10:08)
π Deploying Your First Data Cleaning Agent (11:30)
Bonus: Introduction to Docker (3:44)
Quiz
Additional Learning Resources
Stateful Workflows and Introduction to Multi-Agent Orchestration
What to expect this week
Start with the Problem, Not the Agent (7:19)
Prompt Engineering in Applied Projects
π Designing a First-Pass EDA Workflow (11:17)
π Multi-Agent Orchestration (15:32)
More about Google's A2A Protocol
Quiz
Additional Learning Resources
Designing Your First Agentic System
What to expect this week
π Getting Familiar with PandasAI (13:59)
AI System Design Principals (12:52)
π Design Your βTalk-to-your-dataβ Agent (11:43)
Reflection
Additional Learning Resources
From Design to Implementation: Building a Talk-to-Your-Data Slackbot
What to expect this week
Project expectations & MVP mindset (10:00)
Setting up Your Project with Cursor (10:49)
Creating Your Slack App
A Warning on PandasAI and Cursor
π Build Your βTalk-to-your-dataβ Slackbot MVP
Additional Learning Resources
Teach online with
Why AGENTS.md
Lesson content locked
If you're already enrolled,
you'll need to login
.
Enroll in Course to Unlock