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AI Analyst Lab

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Research and Education in Agentic Data Science & Analytics

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Courses

Multi-day, guided programs to get real results

Course5 weeks

Agentic Analytics: Build an AI Analyst

Leave with a working agentic analytics system on your machine, a polished analysis, and the patterns and frameworks to make it all yours.

AI Analytics for Everyone

Transform from consumer of analytics to independent operator - asking sharp questions, validating answers, shipping decisions.

Agentic Analytics 201: Validation & Context Management

You already build agentic analyses for yourself. Learn to make them reliable enough to stand behind in front of a team — across models, with

5.0(2)

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Course2 weeks

Automate AI Evals with Claude Code

Learn practical, hands-on methods to evaluate, measure, and improve AI products using data science to make better product decisions.

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Workshops

Single-day, hands-on sprints to practice new skills

Workshop

Intro to Agentic Analytics in Claude Code

Set Up Claude Code for Analytics for the First Time

4.7(139)

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Lightning Lessons

Free, interactive sessions to explore new topics

Lightning Lesson1 hour

Resources

Claude Cowork Plug-inFree

AI Analyst Plugin for Claude Cowork + Setup Guide

Install our AI data analyst in Claude Cowork in 10 minutes. The plugin, the setup guide, and practical exercises.

Get the free plugin + guide

digital assetFree

Analyze Anything: The Root-Cause and Experiment Playbook + 3 Guides

Four free guides on why a number moved and whether your change actually worked. 78 pages. No SQL, no Python, no tools.

Get the 4 free guides

digital assetFree

Build Your AI Analyst: The Agentic Analytics Playbook + 3 Guides

Four free guides on building an AI analyst on your own machine and trusting what it hands back. 73 pages, no coding.

Get the free guides

Build SpecsFree

Build Your Own Canva, Gamma, Descript, and Granola. Run Them on Open-Source Models.

Five build specs written for Claude Code. It interviews you, builds each tool on your brand, open models do the work.

Get free access

Alumni reviews

Raghu

Live cohort

Director, Product Data Science · Docusign

AI Analytics for Everyone

Very helpful to understand how Claude can be leveraged for automating Product analytics

Shirley

Live cohort

Data Scientist · Stanford Children's Health

AI Analytics for Everyone

It's a good class for analytics professionals. it's like a masterclass for BI/DA/DS

Colby

Live cohort

Site Reliability Engineer · House of elluments LLC

Agentic Analytics: Build an AI Analyst

This was my first hands-on experience with Claude and Agentic AI and I came away with a much better understanding of how I can use the mechanism to analyze "observability" data more quickly and with more accurate results than with traditional methods. The team is knowledgeable, skilled but also patient and easy to work with. I'm sure I'll be taking another class with them in the future (and this feedback was written 100% by me ;P)

Alison

Live cohort

Customer Analytics Analyst · Canyon Ranch

Agentic Analytics: Build an AI Analyst

I really enjoyed the course. It was highly hands-on, and I appreciated that the instructors accommodated participants with varying skill levels. What I found most valuable was learning how to develop skills and train Claude Code to consistently produce high-quality work each time you use it. I wasn't expecting the level of attention the instructors provided. They were very involved and answered all questions along the way.

Libby

Live cohort

Analyst · Figure 8

Agentic Analytics: Build an AI Analyst

Excellent course with wonderful teachers. I am a Claude Code novice, and this was the first experience where using it felt truly accessible to me. By the end of the week, I was a bit behind, but am looking forward to watching the recordings and being able to sink my teeth in at my own pace. There is so much free teaching material out there, but nothing really "clicked" until this structured course.

Learn directly from AI Analyst Lab

AI Analyst Lab

Courses

Agentic Analytics: Build an AI Analyst

AI Analytics for Everyone

Agentic Analytics 201: Validation & Context Management

Automate AI Evals with Claude Code

Workshops

Intro to Agentic Analytics in Claude Code

Lightning Lessons

Claude Code 101: Ground Claude in Your Business Data

Ace Analytics Interviews with AI

Build a Semantic Layer So AI Defines Your Metrics

Metrics 101: Define a North Star with AI

Trust Your AI Analytics: Know When the Number Is Right

Experimentation 101: Run an A/B Test with AI

Resources

AI Analyst Plugin for Claude Cowork + Setup Guide

Analyze Anything: The Root-Cause and Experiment Playbook + 3 Guides

Build Your AI Analyst: The Agentic Analytics Playbook + 3 Guides

Build Your Own Canva, Gamma, Descript, and Granola. Run Them on Open-Source Models.

Alumni reviews