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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.
Google Cloud Storage Bucket Serving Content Content via CDN

Manage Files in Google Cloud Storage With Python

Manage files programmatically in your Google Cloud Storage bucket using the `google-cloud-storage` Python library.
Todd Birchard's Avatar
Todd Birchard todd
Jun 18, 2019 • 8 mins
Google Cloud
Working with PySpark RDDs

Working with PySpark RDDs

Working with Spark's original data structure API: Resilient Distributed Datasets.
Todd Birchard's Avatar
Todd Birchard todd
Jun 6, 2019 • 8 mins
Spark
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
Recasting Low-Cardinality Columns as Categoricals

Recasting Low-Cardinality Columns as Categoricals

Downcast strings in Pandas to their proper data-types using HDF5.
Matthew Alhonte's Avatar
Matthew Alhonte matt
Jun 3, 2019 • 3 mins
Code Snippet Corner
Removing Duplicate Columns in Pandas

Removing Duplicate Columns in Pandas

Dealing with duplicate column names in your Pandas DataFrame.
Matthew Alhonte's Avatar
Matthew Alhonte matt
May 28, 2019 • 3 mins
Code Snippet Corner
Pandas DataFrames Saving the World

Using Hierarchical Indexes With Pandas

Use Panda's multi-index to create smarter datasets. Speed up your workflow by easily selecting and aggregating related data.
Todd Birchard's Avatar
Todd Birchard todd
May 28, 2019 • 13 mins
Pandas
Flask Application Architecture Including a Redis Instance

User Session Data with Flask-Session & Redis

Store user session data with Flask-Session & Redis for a fast, reliable, cloud-based data store.
Todd Birchard's Avatar
Todd Birchard todd
May 27, 2019 • 7 mins
Flask
Reshaping Pandas DataFrames

Reshaping Pandas DataFrames

A guide to DataFrame manipulation using groupby, melt, pivot tables, pivot, transpose, and stack.
Todd Birchard's Avatar
Todd Birchard todd
May 20, 2019 • 12 mins
Pandas
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

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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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