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SF Data Weekly - AI at Pepsi, Snowpipe, Data Flow for Startups, Redshift Concurrency Scaling, TensorFlow vs PyTorch

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April 8 · Issue #110 · View online
SF Data Weekly
Our Pick
Data Science Project Flow for Startups
Data Science Project Flow for Startups.
Data Pipelines
Setting up a Data Pipeline Using Snowflake’s Snowpipes
Consuming Messages Out of Apache Kafka in a Browser
Optimizing Kafka streams in a web browser.
Building an ETL Pipeline in Python
Data Storage
Amazon Redshift Concurrency Scaling
A chart from the intermix.io dashboard, showing the running versus queuing queries.
Postgres Indexes for Absolute Beginners
SQL 201: 10 Ways to Tweak Slow Running Queries
Data Analysis
The Battle: Tensorflow vs Pytorch
Tensorflow is 3.4 times bigger than PyTorch.
Data Visualization
Introducing Plotly Express
An example of scatter plot created with a single line of code.
Data-driven Products
The Fascinating Ways PepsiCo Uses Artificial Intelligence
Data Engineering Jobs
Data Engineer - Amazon
Data Engineer - Atlassian
Master Data Engineer - Capital One
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