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SF Data Weekly - Airflow at Lyft, Redshift at Udemy, Netflix's Dashboards, Spark Core Concepts

July 9 · Issue #121 · View online
SF Data Weekly
Our Pick
Reporting in Microservices. How to Optimize Performance?
Reporting microservices system and technologies in the Amazon Cloud.
Data Pipelines
Monitoring Your AWS Lambda Pipeline with Automatic Notifications
Data pipeline scheme.
Running Apache Airflow At Lyft – Lyft Engineering
Airflow's architecture at Lyft.
Building Data Pipelines With Kafka
Data Storage
Udemy - Improving Amazon Redshift Performance: Our Data Warehouse Story
Avoiding disk-based queries with Redshift.
Tutorial: Using Redshift and Amazon QuickSight to Deliver Business Analytics
Data Analysis
Spark Core Concepts Explained
The workflow in Apache Spark.
TensorFlow Vs PyTorch: Top 10 Differences Between The Two ML Libraries
Data Visualization
Lumen: Custom, Self-Service Dashboarding For Netflix
A screenshot of a dashboard in Lumen about Lumen’s usage.
Data-driven Products
Amazon Web Services: A Cheat Sheet
Data Engineering Jobs
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