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SF Data Weekly - Data Engineers vs Data Scientists, Wayfair's Data Pipeline, Serverless Systems

April 23 · Issue #64 · View online
SF Data Weekly
Our Pick
Data Engineers vs. Data Scientists
Core competencies and overlapping skills for data scientists and data engineers.
Data Pipelines
Then and Now: The Rethinking of Time Series Data at Wayfair
Wayfair's InfluxDB data pipeline: integrating metrics from 3 data centers.
Real-time syslog Processing with Apache Kafka and KSQL—Part 2: Event-Driven Alerting with Slack
Push alerting to Slack, using Python and Kafka.
Data Storage
Learn to Master MySQL Database Migrations with Aurora
Building Single Source of Truth Using Serverless and NoSQL
A screenshot of Azure's Live Metrics Stream used in performance measurement.
Apache Impala: Insights and Best Practices
Data Analysis
Why We Chose Metabase as our BI Solution
Comparing AWS Lambda performance of Node.js, Python, Java, C# and Go
Data Visualization
Exploratory v4.3 Released
An example screenshot of Exploratory's visualization platform.
Data-driven Products
The Challenges of Developing Event-driven Serverless Systems at Massive Scale
Data Engineering Jobs
Data Engineer - Wayfair
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