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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.
Implement ORM Data Models with SQLAlchemy

Implement ORM Data Models with SQLAlchemy

Handle your application's data layer with SQLAlchemy's powerful ORM. Define data models, add/remove records, and execute queries purely in Python.
Todd Birchard's Avatar
Todd Birchard todd
Jan 24, 2019 • 6 mins
SQLAlchemy
From CSVs to Tables: Infer Data Types From Raw Spreadsheets

From CSVs to Tables: Infer Data Types From Raw Spreadsheets

The quest to never explicitly set a table schema ever again.
Todd Birchard's Avatar
Todd Birchard todd
Jan 23, 2019 • 9 mins
Big Data
Military units attacking a hosted Tableau Server instance

Hostile Extraction of Tableau Server Data

Say no to proprietary software constraints. Say no to vendor lock. Say yes to freedom.
Todd Birchard's Avatar
Todd Birchard todd
Jan 17, 2019 • 10 mins
Tableau
Psycopg2: PostgreSQL & Python the Old Fashioned Way

Psycopg2: PostgreSQL & Python the Old Fashioned Way

Connect to a PostgreSQL database and execute queries in Python using the Psycopg2 library.
Todd Birchard's Avatar
Todd Birchard todd
Jan 15, 2019 • 8 mins
PostgreSQL
Database in a lab

Databases in Python Made Easy with SQLAlchemy

Leverage the iconic SQLAlchemy Python library to effortlessly handle database connections and queries in software.
Todd Birchard's Avatar
Todd Birchard todd
Jan 9, 2019 • 10 mins
SQLAlchemy
Tableau's REST API: Turning Tableau into an ETL Pipeline GUI

Tableau's REST API: Turning Tableau into an ETL Pipeline GUI

Organizing a heist on Tableau Server to reclaim workbook data.
Todd Birchard's Avatar
Todd Birchard todd
Dec 29, 2018 • 8 mins
Tableau
Bundle & Serve Frontend JS & Styles in Flask

Serve Frontend JavaScript & Stylesheets in Flask

Build a frontend for your Flask application with Flask-Assets: a Flask add-on for compiling Javascript and serving stylesheets from LESS/SASS preprocessors.
Todd Birchard's Avatar
Todd Birchard todd
Dec 22, 2018 • 8 mins
Flask
Organize Flask Apps with Blueprints

Organize Flask Apps with Blueprints

Structure your Flask app as a collection of modules. Use Flask Blueprints to organize your app by separation of concerns.
Todd Birchard's Avatar
Todd Birchard todd
Dec 20, 2018 • 11 mins
Flask
A Factory in Which Flask Applications are Created

Demystifying Flask’s "Application Factory"

Create a Flask app using the 'Application Factory' pattern. Learn what an application context is and how to build large-scale apps properly.
Todd Birchard's Avatar
Todd Birchard todd
Dec 19, 2018 • 6 mins
Flask
Geocoding Raw Datasets for Mapbox

Geocoding Raw Datasets for Mapbox

Use the Mapbox Python SDK to transform a collection of addresses into lat/long coordinates.
Todd Birchard's Avatar
Todd Birchard todd
Dec 18, 2018 • 8 mins
Mapbox

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

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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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