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Python

Let us feed your endless Python addiction! Regardless of where you stand as a Pythonista, our team of pros are constantly teaching and sharing pythonic gold.
Structured Streaming in PySpark

Structured Streaming in PySpark

Become familiar with building a structured stream in PySpark using the Databricks interface.
Todd Birchard's Avatar
Todd Birchard todd
May 13, 2019 • 8 mins
Spark
Data Visualization With Seaborn and Pandas

Data Visualization With Seaborn and Pandas

Create beautiful data visualizations out-of-the-box with Python’s Seaborn.
Todd Birchard's Avatar
Todd Birchard todd
Apr 29, 2019 • 13 mins
Pandas
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
A Bird appreciating the beauty of the Wagtail CMS user interface

Getting Started With Wagtail CMS

Manage your Django app with Wagtail CMS: one of the cleanest and friendliest CMS layers available for Django.
Todd Birchard's Avatar
Todd Birchard todd
Apr 21, 2019 • 6 mins
Python
Upgrading to JupyterLab on Ubuntu

Upgrading to JupyterLab on Ubuntu

Improve your Jupyter workflow with JupyterLab's powerful interface & customizations.
Todd Birchard's Avatar
Todd Birchard todd
Apr 14, 2019 • 4 mins
Data Science
Flask User Accounts & Authentication in with Flask-Login

Flask User Accounts & Authentication in with Flask-Login

Create an interactive Flask application by supporting user accounts! Handle account creation, log-ins, walled content, and user-specific features.
Todd Birchard's Avatar
Todd Birchard todd
Apr 4, 2019 • 15 mins
Flask
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
Drawing Mapbox Route Objects via the Directions API

Drawing Mapbox Route Objects via the Directions API

Using the Mapbox Directions API to visually draw routes.
Todd Birchard's Avatar
Todd Birchard todd
Feb 28, 2019 • 5 mins
Mapbox
S3 File Management With The Boto3 Python SDK

S3 File Management With The Boto3 Python SDK

Modify and manipulate thousands of files in your S3 (or DigitalOcean) Bucket.
Todd Birchard's Avatar
Todd Birchard todd
Feb 18, 2019 • 8 mins
Python
Connect Flask to a Database with Flask-SQLAlchemy

Connect Flask to a Database with Flask-SQLAlchemy

Interact with a database within Flask using Flask-SQLAlchemy. Create, fetch, and manage records via SQLAlchemy’s ORM.
Todd Birchard's Avatar
Todd Birchard todd
Feb 6, 2019 • 9 mins
Flask

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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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