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ETL Pipelines

Create pipelines to extract, transform, and load data. Use Big Data tools like Apache Spark and Kafka to build horizontally scalable ETL pipelines.
Google BigQuery Cluster

Simplify BigQuery ETL jobs using SQLAlchemy

Extract and move data between BigQuery and relational databases using PyBigQuery: a connector for SQLAlchemy.
Todd Birchard's Avatar
Todd Birchard todd
Nov 16, 2019 • 8 mins
Data Warehouses
Abstract depiction of an Apache Airflow pipeline

Manage Data Pipelines with Apache Airflow

Use Apache Airflow to create standardized and easily reproducible data pipelines in Python.
Todd Birchard's Avatar
Todd Birchard todd
Jun 3, 2019 • 13 mins
Apache
Becoming Familiar with Apache Kafka and Message Queues

Becoming Familiar with Apache Kafka and Message Queues

Getting to know Apache Kafka: a horizontally scalable event streaming platform. Learn what makes Kafka critical to high-volume low-latency data pipelines.
Todd Birchard's Avatar
Todd Birchard todd
May 4, 2019 • 6 mins
Apache
Learning Apache Spark with PySpark & Databricks

Learning Apache Spark with PySpark & Databricks

Get started with Apache Spark in part 1 of our series, where we leverage Databricks and PySpark.
Todd Birchard's Avatar
Todd Birchard todd
Apr 25, 2019 • 13 mins
Spark
Building an ETL Pipeline: From JIRA's REST API to SQL

Building an ETL Pipeline: From JIRA's REST API to SQL

Build a pipeline which extracts raw data from the JIRA's Cloud API, transforms it, and loads the data into a SQL database.
Todd Birchard's Avatar
Todd Birchard todd
Mar 28, 2019 • 11 mins
Data Engineering

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Python Software DevOps Data Engineering Architecture Pandas Excel Data Analysis Data Science REST APIs SQL Code Snippet Corner JavaScript Flask AWS NodeJS Google Cloud MySQL Frontend Apache Data Vis BI NoSQL Spark ExpressJS PostgreSQL GraphQL ETL Pipelines Tableau SQLAlchemy Big Data GatsbyJS Powerpivot PowerBI Atlassian Automation Machine Learning JAMStack Mapbox Golang Scraping Data Warehouses Plotly Concurrency ReactJS Django Docker Hashicorp SaaS Products Java Frameworks FastAPI Terraform Microsoft LLMs

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Series'

Data Analysis with Pandas 11
Build Flask Apps 11
Google Cloud Architecture 6
Learning Apache Spark 6
Welcome to SQL 4
GraphQL Tutorials 4
Working with MySQL 4
Mastering SQLAlchemy 4
Mapping Data with Mapbox 3
Python Concurrency with Asyncio 2
Getting Started with Django 2
Web Scraping With Python 2
Hackers and Slackers

Community of hackers obsessed with data science, data engineering, and analysis. Openly pushing a pro-robot agenda.

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Authors

  • Todd Birchard
  • Matthew Alhonte
  • Max Mileaf
  • Ryan Rosado
  • Graham Beckley
  • David Aquino
  • Paul Armstrong
  • Dylan Castillo

Series'

  • Data Analysis with Pandas
  • Build Flask Apps
  • Google Cloud Architecture
  • Learning Apache Spark
  • Welcome to SQL
  • GraphQL Tutorials
  • Working with MySQL
  • Mastering SQLAlchemy
  • Mapping Data with Mapbox
  • Python Concurrency with Asyncio
  • Getting Started with Django
  • Web Scraping With Python
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