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SF Data Weekly - Redshift + Glue, PostgreSQL Basics, Airflow + Docker, Python vs SQL

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February 25 · Issue #104 · View online
SF Data Weekly
Our Pick
A DBA’s Guide to the Amazon Redshift Architecture
Data Pipelines
Data Pipelines of Tomorrow
Journey to Event Driven – Part 1: Why Event-First Thinking Changes Everything | Confluent
Each service listens for inbound events and outputs zero or more events.
Each service listens for inbound events and outputs zero or more events.
In Search of Happiness: A Quick ETL Use Case with AWS Glue + Redshift
The implemented data pipeline.
The implemented data pipeline.
Yet Another Scalable Apache Airflow With Docker Example Setup
A diagram of the solution.
A diagram of the solution.
Python vs SQL: Comparison for Data Pipelines
Data Storage
Beginner's Guide to PostgreSQL (article) - DataCamp
PostgreSQL at Scale: Database Schema Changes Without Downtime
Data Analysis
Machine Learning with Python, Jupyter, KSQL and TensorFlow | Confluent
Impedance mismatch between model development and model deployment.
Impedance mismatch between model development and model deployment.
Data Visualization
Data Visualization And The Power Of Persuasion
Analysis of Global Press Freedom by Marc Soares.
Analysis of Global Press Freedom by Marc Soares.
Data-driven Products
Jump Out of the Jupyter Notebook with nbconvert
Data Engineering Jobs
Data Engineer - Scoop
Data Engineer - OpenAI
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