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SF Data Weekly - Airbnb's SpinalTap, Pinterest's Goku DB, Stitch Fix Data Stack, TwoSigma's Flint

September 18 · Issue #85 · View online
SF Data Weekly
Our Pick
Capturing Data Evolution in a Service-Oriented Architecture | Airbnb
The SpinalTap validation framework.
Data Pipelines
Putting the Power of Kafka into the Hands of Data Scientists | Stitch Fix
Stitch Fix data stack with Kafka in the focus.
The Future of Apache Airflow |
Run SQL Queries from Your SageMaker Notebooks Using Amazon Athena | AWS Machine Learning Blog
Data Storage
Goku: Building a Scalable and High Performant Time-series Database System | Pinterest
Two-level sharding with Goku.
Hands on: Building a Streaming Application with KSQL | Confluent
Stream manipulation for song play events.
Data Analysis
Introducing Flint: A Time-series Library for Apache Spark | The Databricks Blog
Speedup Your R Code with RStudio in AWS | Sicara's Blog
Practical Apache Spark in 10 minutes. Part 4 - MLlib
Data Visualization
What to Consider When Choosing Colors for Data Visualization
Comparing two data classes among different categories.
Data-driven Products
Real-time Bushfire Alerting with Complex Event Processing in Apache Flink on Amazon EMR and IoT Sensor Network | AWS Big Data Blog
High-level overview of an IoT sensor network monitoring temperature.
Data Engineering Jobs
Data Engineer - Gusto
If you want to post a job for your company, you can do it here.
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