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SF Data Weekly - LinkedIn's Kafka Cruise Control, Facebook's LogDevice, Tesla's battery degradation, Marketing MongoDB

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September 5 · Issue #31 · View online
SF Data Weekly
Our Pick
Tips on Creating Data Stories from JOIN 2017
Data Pipelines
LogDevice: a distributed data store for logs | Facebook Code
The separation of sequencing and storage in LogDevice
Open Sourcing Kafka Cruise Control | LinkedIn Engineering
Cruise Control Architecture
Introducing KSQL: Open Source Streaming SQL for Apache Kafka
A simple example of a stream modifying a table in real-time
MySQL to Redshift? Euphrates!
Data Storage
Designing Easily Testable Spark Code
Tesla Model S Battery Degradation Data
Degradation of the Tesla S battery over driven distance
Five sharding data models and which is right
The Marketing Behind MongoDB
A sketch on MongoDB's claim of success
Data Analysis
The real prerequisite for machine learning isn’t math, it’s data analysis
Predicting Home Prices in Ames, Iowa – Towards Data Science
The little engine that could: Linchpin DSL for Pinterest ranking
Python Data Science Handbook
Data Visualization
Python Seaborn Cheat Sheet For Statistical Data Visualization
Seaborn cheat sheet
Data-driven Products
Whose ratings should you trust? IMDB, Rotten Tomatoes, Metacritic, or Fandango?
Movie rating distribuiton
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