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SF Data Weekly - Intuit's Data Architecture, Kafka at Pinterest, Data Lakes with S3, PyTorch and SageMaker

June 18 · Issue #119 · View online
SF Data Weekly
Our Pick
Intuit’s Journey to Cloud Analytics
Intuit Product Usage Forecast in 2014.
Data Pipelines
Optimizing Kafka for the Cloud – Pinterest Engineering
Tutorial: Build your Data-Lake using AWS S3 & Athena
Kafka used for user action counting and change data capture (CDC) at Pinterest.
Create your first ETL Pipeline in Apache Spark and Python
Monitoring Kafka with Elasticsearch, Kibana, and Beats | Elastic Blog
Monitoring Kafka: the Kibana dashboard.
Data Storage
Tutorial: Build your Data Lake using AWS S3 & Athena
Hadoop Struggles and BI Deals: What's Going On?
Data Analysis
Moving from Keras to Pytorch
Understanding AWS Lambda behavior using Amazon CloudWatch Logs Insights
Data Visualization
How Not to Fail at Visualization | Grafana Labs Blog
The result of searching the web for the worst graph.
Data-driven Products
Why do we need AWS SageMaker?
An illustration for a typical Machine Learning project workflow.
Data Engineering Jobs
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