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

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.
In Search of Happiness: A Quick ETL Use Case with AWS Glue + Redshift
The implemented data pipeline.
Yet Another Scalable Apache Airflow With Docker Example Setup
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.
Data Visualization
Data Visualization And The Power Of Persuasion
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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