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SF Data Weekly - Yelp's Data Stack, Monzo's Data Team, Dropbox's SMR Drives, Netflix's Notebooks, Redshift Vacuum

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August 20 · Issue #81 · View online
SF Data Weekly
Our Pick
Monzo – Laying the Foundation for a Data Team
Building Monzo's data infrastructure in the cloud.
Data Pipelines
Streaming Messages from Kafka into Redshift in Near Real-Time
Yelp's real-time streaming data infrastructure.
Getting started with Apache Kafka in Python
Apache Kafka's diagram.
Spark Performance Tuning From the Trenches
Apache Spark is a popular cluster-computing framework.
Data Storage
Work With Partitioned Data in AWS Glue
Six Steps to Fixing Your Redshift Vacuum
Extending Magic Pocket Innovation With the First Petabyte Scale SMR Drive Deployment | Dropbox Tech Blog
Data Analysis
Welcome Wagon: Classifying Comments on Stack Overflow
Distribution of comments regarding abusiveness.
The Future of Machine Learning in the Browser with TensorFlow.js
TensorFlow's neural network playground.
Data Visualization
Beyond Interactive: Notebook Innovation at Netflix
Interactive plotting with Netflix's notebooks.
Data-driven Products
Translating data into value | McKinsey & Company
Unmonetized value of data in four different areas.
Data Engineering Jobs
Data Architect - Dropbox
If you want to post a job for your company, you can do it here.
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