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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.
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
Geographic Data Visualization with Mapbox

Geographic Data Visualization with Mapbox

Visualize beautiful and customizable map data with free Mapbox APIs and SDKs.
Todd Birchard's Avatar
Todd Birchard todd
Dec 11, 2018 • 11 mins
Mapbox
Integrate Plotly Dash Into Your Flask App

Integrate Plotly Dash Into Your Flask App

Use a clever workaround to embed interactive Plotly Dash interfaces into your Flask applications.
Todd Birchard's Avatar
Todd Birchard todd
Dec 10, 2018 • 10 mins
Plotly
Configuring Python Projects with INI, TOML, YAML, and ENV files

Configuring Python Projects with INI, TOML, YAML, and ENV files

Explore Python project configs by diving into INI, TOML, YAML, and ENV file formats. Find the configuration format which suits your project and preference.
Todd Birchard's Avatar
Todd Birchard todd
Nov 29, 2018 • 9 mins
Python
Python-powered Robot scraping the web for data.

Scrape the Web with Python & BeautifulSoup

Use Python's BeautifulSoup library to assist in the honest act of systematically stealing data without permission.
Todd Birchard's Avatar
Todd Birchard todd
Nov 11, 2018 • 12 mins
Python
Using the Python-Lambda Package to Upload Python Source Code to AWS Lambdas

Python-Lambda: The Essential Library for AWS Cloud Functions

Deploy AWS Lambda functions with ease by using a powerful Python library.
Todd Birchard's Avatar
Todd Birchard todd
Nov 7, 2018 • 5 mins
AWS
Parse Data from PDFs with Tabula and Pandas

Parse Data from PDFs with Tabula and Pandas

Parse data from PDFs into Pandas DataFrames by using Python's Tabula library.
Graham Beckley's Avatar
Graham Beckley graham
Nov 4, 2018 • 11 mins
Pandas
Create a REST API Endpoint Using AWS Lambda

Create a REST API Endpoint Using AWS Lambda

Create an AWS Lambda function to pull records from a database.
Todd Birchard's Avatar
Todd Birchard todd
Oct 29, 2018 • 4 mins
AWS
Python Script extracting data from a JSON file

Extract Nested Data From Complex JSON

Never manually walk through complex JSON objects again by using this function.
Todd Birchard's Avatar
Todd Birchard todd
Oct 10, 2018 • 6 mins
Python

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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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