Intro to Claude Code Analytics
Shane Butler
Principal Data Scientist @ Ontra
Sravya Madipalli
Data Science Leader | Ex-Microsoft
Build Your First Agentic Analytics System in One Day
You've seen what Claude Code can do. Maybe you've watched a demo or tried a few prompts. But building agents, skills, and agentic systems from scratch? That's where most people stall. The docs are generic, the tutorials don't connect to real work, and the gap between "cool demo" and "useful at my job" feels enormous.
This workshop closes that gap in one morning.
You'll build a working agentic analytics system from zero: your own skill, your own agent, producing real analysis from a single prompt. Then you'll clone a production-grade AI Analyst repo with 40+ skills and 25+ agents, and connect Claude Code to Slack so it can communciate for you.
No slides-only lectures. You build in every section. Instructors ensure nobody gets stuck. You start from scratch so you understand the mechanics, then level up to production tools so you leave with real power.
You'll walk out with: a working Claude Code environment, an agent and skill you built, the full AI Analyst repo, a live Slack connection, and a shareable portfolio piece.
Built for Claude Code beginners ready to build their first agentic system. No prior agent-building experience required.
>> Join our AI community <<
Workshop agenda
- 10:00AM EDT
The Problem + Live Demo of AI Analyst: Full Analysis in Minutes
Watch a complete data analysis happen live, from question to charts to narrative. No setup, no slides. Just Claude Code and a dataset. This is what you're about to build.
- 10:20AM EDT
Set Up Your Claude Code Environment
Install and verify Claude Code, clone the workshop repo, and run your first prompt. Instructors help troubleshoot in real-time so nobody falls behind.
- 10:45AM EDT
How It Works: The Agentic System Under the Hood
Tour the system behind the AI Analyst: CLAUDE.md, skills, agents, plan mode, MCP. Modify CLAUDE.md yourself and watch Claude Code's behavior change instantly.
- 11:20AM EDT
Break
10-minute break. Instructors available for setup troubleshooting.
- 11:30AM EDT
Build Your First Agent and Skill From Scratch
Follow the build pattern to create your own skill and agent. Run a full analysis from a single prompt. Three tracks so you move at your own pace.
- 12:40PM EDT
Graduate to the Full AI Analyst Repo
Clone a production-grade repo with 45 skills and 27 agents. Run the same question and see the quality jump from your basic agent to the real thing.
- 1:05PM EDT
Connect Claude Code to Slack via MCP
Add your first real-world integration, directing your agentic analytics system to send slacks on your behalf.
- 1:25PM EDT
Wrap-Up: Portfolio Piece, Community, and What's Next
Generate a shareable portfolio piece from your analysis. Get community access, recordings, and learn how you can advance your skills.
Who this workshop is for
Product managers tired of waiting in the data team's queue. Stop waiting. Build an AI analyst that does the analysis for you.
Data Analyst and Scientists who want to automate repetitive analysis. You know what good analysis looks like. Now build agents that execute.
Engineers who want data-driven decisions without a data team. Build the system yourself in one morning. No statistics degree required.
What's included
Live sessions
Learn directly from your instructors in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
AI Alumni community access
Join a community of workshop and bootcamp alumni at bit.ly/ai-connect. Ask questions, share findings, get help troubleshooting, and see how others are using their AI analyst systems. Stay connected as the tools evolve.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Your complete AI Analyst Plus repository (40+ skills, 25+ agents)
A production-grade system. You get a configured CLAUDE.md that turns Claude Code into your analyst, skills for visualization, data quality, and question framing, agents for analytics, storytelling, and validation, and a working Slack MCP connection. All markdown files you can read and modify.
Shareable portfolio piece
You'll generate a polished Marp deck or HTML report from your analysis, something you can post on LinkedIn or present at work. Not just a certificate, an analysis artifact that shows what you can actually do.
Full bootcamp upgrade ($500 applies toward $900)
Your workshop investment applies directly toward the 2-day AI Analyst Bootcamp. The workshop builds the foundation. Day 2 of the bootcamp adds Snowflake, Notion, and Google MCP connections, full pipeline analysis on real data, iteration and debugging, and a polished analysis on your own data. Pay the $400 difference to join a future 2-day cohort.
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Frequently asked questions
$500
USD