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Data Science

Artfully balance a harmony of statistics, engineering, and machine learning to solve larger-than-life problems. Focused heavily on Python-based tooling.
Visualizations of Data as Graphs, Charts, and Plots.

Create Cloud-hosted Charts with Plotly Chart Studio

Use Pandas and Plotly to create cloud-hosted data visualizations on-demand in Python.
Todd Birchard's Avatar
Todd Birchard todd
Sep 3, 2020 • 8 mins
Plotly
Beautiful Data Visualization with Plotly Graphs

4 Ways To Improve Your Plotly Graphs

Making high-quality data visualizations is a critical skill for Data Scientists. Learn how to get better at it using Plotly's Python library.
Dylan Castillo's Avatar
Dylan Castillo dylan
May 25, 2020 • 8 mins
Data Analysis
Splitting Columns With Pandas

Splitting Columns With Pandas

Split columns containing multiple values in your Pandas DataFrame into multiple columns, each containing a single value.
Matthew Alhonte's Avatar
Matthew Alhonte matt
Nov 19, 2019 • 7 mins
Code Snippet Corner
Comparing Rows Between Two Pandas DataFrames

Comparing Rows Between Two Pandas DataFrames

Find data that is not common between two Pandas DataFrames; effectively the opposite of finding an intersection of data.
Todd Birchard's Avatar
Todd Birchard todd
Oct 20, 2019 • 5 mins
Pandas
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
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
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
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
Running Jupyter Notebooks on a Ubuntu Server

Running Jupyter Notebooks on a Ubuntu Server

Configuring a VPS from scratch to host Jupyter notebooks with Anaconda.
Todd Birchard's Avatar
Todd Birchard todd
Mar 1, 2019 • 5 mins
Data Science
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

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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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