Browse Lessons

Growing Together - Our Journey of Building the Jupyter Community - Lahari Chowtoori, AWS

Beyond Pair Programming: How Experts and Novices Navigate the Knowledge Gap with P... A. Rai & Y. Li

Sponsored Session: Bringing the AI Copilot Revolution to Jupyter Notebooks - Jamie Bloxham, Sphinx

“Share” Gets Real: Live Collaboration and Publishing for Jupyter Notebooks - S. Achar & Z. Sailer

Training Tamper-Proof AI models on Notebooks - Mihai Maruseac, Google

Kube*-pyter: Jupyter Serving at "Enterprise" Scale - David Hoover & Jack McGinness, Capital One

Getting Started With Transformers for Computer Vision - Divya Swaminathan & Tony Reina

Trustworthy AI with Jupyter: Embedding Fairness, Accountability, and Explainability.. - Y. Misra

AI Driven Automation in Open-Source Metadata Platforms: Embedding an MCP Server to use... N. Acosta

World's First Undoable Notebook - Billy Li, University of Illinois Urbana-Champaign

How 500 Real Users Are Worse Than 3,000 Bot Users: Scaling up JupyterHub at Rubin Obs... A. Thornton

Jupyter Deploy: An Open-source CLI To Deploy Jupyter Securely To the Cloud - Jonathan Guinegagne

DBLS: A Runtime-Aware Kernel-Embedded Python Language Server - Timothy Tamm

Subshells: Bringing Multithreading To Jupyter Kernels - Ian Thomas, QuantStack

Ship It or Skip It? When & How to Upgrade Your Open Source Depend... R. Ely, S. Sapre, & B. Sundaram

Not Just for Notebooks: JupyterHub in 2025 - Yuvi P, 2i2c

The Hidden Heroes: How Non-Code Contributors Find Their Place in Open Sour... M. Zhou & L. Chowtoori

Explainable AI Using SHAP, LIME, GINI, and Permutation Feature Importance - D. Datta & S. Ray

Sponsored Session: Jupyter Everywhere – AI Enhanced Development from L... P. Karadgi & K. Srivastava

Spatial Data Science With PySAL - Sergio Rey, San Diego State University

Runtime Agents: Unleashing Event Sourced Collaboration for Jupyter - Kyle Kelley, Anaconda

Telling the Story of JupyterHub: Findings From the Voices of... D. Sholler, B. Duckles & J. Duckles

Lightning Talk: RISE and Shine: Teaching With Jupyter N... S. Rampure & N. Kheterpal, J. Tiefenbruck

Project Pythia With MyST MD: Supporting Geoscientific Python Education - Julia Kent, NSF NCAR

Lightning Talk: Teaching Data Engineering at Scale With Jupyter Notebooks at UC... R. Dang & M. Ball

Keynote: Making the Right Thing the Easy Thing - Meag Doherty

Keynote: Jupyter is (still) not an IDE - Brian Granger, Co-creator of Project Jupyter

Beyond Notebooks: The Other Side of Jupyter - C.A.M. Gerlach & Hendrik Dumith Louzada

JupyterHealth: Bridging Wearables, Clinical Data, & Computational Wor... M. Vareth, I. Sim, F. Pérez

Closing the Loop From Astronomical Data Exploration To Scientific Discovery Usin... M. López-Caniego

JupyterHub Satellites: Running Dashboards/IDE Servers in JupyterHub - K. Taletskiy & C. Holdgraf

Lightning Talk: GitHub-First Jupyter: How Pinterest Solved Notebook Collabo... N. Kagita & C.W. Chen

Lightning Talk: Jupyter Books for Education and Open Source Curriculum - Jonathan M Ferrari

How Scientists Use Jupyter Notebooks: Goals, Quality Attributes, and Opportunities - Savitha Ravi

Lightning Talk: Controlling Home Directory Costs (with User Empathy) on the Cloud With `ju... Yuvi P

Lightning Talk: Scaling Data 8 With JupyterHub Across California’s Colle... S.M. Morris & E.V. Dusen

The Lifecycle of a Jupyter Environment: From Exploration To Production-Grade Pipelines - Dawn Wages

Browser-based AI Workflows in Jupyter - Jeremy Tuloup, QuantStack

Jupyter MCP Server: Standardizing AI Agent Access To Jupyter Notebooks - Eric Charles, Datalayer

Lightning Talk: Optimizing AI Workload Scheduling at Scale: Practical Lessons Using Kueu... P. Matam

Building a Thriving Scientific Community Without Boundaries: Jupyter as... T. M. Snow & J. Millstein

Did Something Break? Ensuring Reliability in Bloomberg’s Cloud Native Jupyter Notebook P... R. Singh

Lightning Talk: What's New in Jupyter Frontends - Jeremy Tuloup, QuantStack & Rosio Reyes, Anaconda

Cloudy With a Chance of Savings: Per-User Usage and Cost Monitoring for JupyterHubs in th... J. Wong

Teaching and Learning With Jupyter and AI: An Educator's Dilemma - Lorena Barba

Exploring the Design Space of Reactive Notebooks - Stephen Macke, Databricks

EquiBoots Tutorial on Bias and Fairness Analysis of Sensitive Attributes... L. Shpaner & A. Funnell

Creating Accessible Jupyter Notebooks: UC Berkeley’s JupyterLab-A11y-chec... B. Alwar & A. Czapracki