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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.
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
SQLAlchemy SQL Queries as Python Code

Queries as Python Code with SQLAlchemy's Expression Language

Work with your app's data entirely in Python by defining data models and using the session object from SQLAlchemy's ORM.
Todd Birchard's Avatar
Todd Birchard todd
Feb 1, 2019 • 9 mins
SQLAlchemy
Downcast Numerical Data Types with Pandas

Downcast Numerical Data Types with Pandas

Using an Example Where We Downcast Numerical Columns.
Matthew Alhonte's Avatar
Matthew Alhonte matt
Jan 28, 2019 • 5 mins
Code Snippet Corner

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Series'

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