Master Data Analysis.

Do the work analysts actually do. Get the feedback they rarely get. Improve.

  • SQL
  • Python (Soon)
  • Real Datasets

Why XP Lab?

Three things we refuse to fake.

Real Analytical Situations

Missing context. Uneven data. Open-ended questions. That's the job.

Learn By Doing

No tutorials to pause. No instructor to follow. You run the analysis, hit the dead ends, decide what to do next.

Personalized Feedback

Specific feedback on the calls you made — including the ones you didn't realize were calls.

Go Deeper

  1. The Analytical Workflow

    How to solve an analytical challenge — what to clarify, what to validate, and how to defend your answer.

  2. XP Lab Feedback

    How our AI feedback works — what it catches, what it pushes back on, and why.

  3. Using AI

    Use ChatGPT and other AI tools while keeping judgment, accountability, and rigor.

  4. Home Assignments

    Practice the ambiguity, messy data, and explanation work that make take-homes hard.

Voices

Amir Os
Danielle Menuhin
Shahar Gomel
Menachem Gerstman
Lead Teacher at Experis
Asaf Elkan
CEO of G-Academy & Business Development Manager, G-STAT
Gil Luz
Founder at Data Guild
Hannan Kravitz
Head of Data Engineering and Science at Rounds
Or Blan
Managing Partner at Creative Geek
Sivan Milwerger
Head of Data at iRestore
Liraz Golan
Tech Lead & South PM at Place IL

Manifesto

XP

The XP Lab Manifesto

Why we exist, and how we think about building real analysts.

Train like you work • New challenges added regularly • Progress tracked automatically