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SF Data Weekly - Microservices in Kafka, Airflow Tutorial, Google Colaboratory, Spark Summit 2017

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November 13 · Issue #41 · View online
SF Data Weekly
Our Pick
How To Prepare For A Data Engineering Job In Silicon Valley
Data Pipelines
Building a Microservices Ecosystem with Kafka Streams and KSQL
A top-level view of a microservices system build with Kafka Streams.
Airflow Tutorial for Data Pipelines
An view of directed acyclic graphs in Airflow.
The Data Pipeline – Analytics at the Speed of Business
Data Storage
Introducing Vectorized UDFs for PySpark
Vectorized UDFs perform much better than row-at-a-time UDFs across the board.
Spark Summit EU 2017 Recap and Reflections
Cassandra NoSQL Data Model Design
Data Analysis
Google Colaboratory — Simplifying Data Science Workflow
Data Visualization
10 Years of Data Science Visualizations
A timeline view of preferred visualization tools in the past 10 years.
Data-driven Products
10 Companies Using Machine Learning in Cool Ways
A simplified diagram illustrating the key stages of a NLP system in Baidu.
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