Beyond Interactive: Notebook Innovation at Netflix

Beyond Interactive: Notebook Innovation at Netflix

1. By

   • Michelle Ufford
   • M Pacer
   • Matthew Seal
   • Kyle Kelley

2. Motivation

   • Size
     • 130 million members around the world
     • 100PB cloud-native data warehouse
     • 1 trillion events
     • 150.000 jobs
   • data driven
     • discover fantastic content
     • experimentation and innovation
     • challenges our assumptions
   • reporting
   • machine learning
   • recommendation algorithms

3. ecosystem tools

   • Genie
   • Metacat

4. Data roles

   • business analyst
   • data analyst
   • quantitative analyst
   • algorithm engineer
   • analytics engineer
   • data engineer
   • data scientist
   • machine learning scientist
   • research scientist

5. Jupyter Notebooks

   • The Basic
     • Open Source Project
     • tools and languages
     • run code - explore data - present results
     • began in 2014
   • Use Cases
     • Data Access
     • Notebook Templates
     • Scheduling Notebooks
   • Notebook Infrastructure
     • nteract
     • Papermill
     • Commuter
     • Titus
     • Storage
     • Compute
     • Interface
   • What’s Next
     • Scheduling Notebooks

6. Learn from Netflix Data

   • @NetflixData on Twitter
   • Netflix Data talks on YouTube
   • Netflix Research website