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Todd Birchard

74 posts •

Managing Multiple Versions of Python on Ubuntu
hackersandslackers.com 2019-12-03 01:48

Managing Multiple Versions of Python on Ubuntu

One of my earliest frustrations with Python development had nothing to do with Python itself, but rather the needlessly esoteric act of deploying a Python app. Code bootcamps and...

Todd Birchard
T Todd Birchard
3 min read
Simplify BigQuery ETL jobs using SQLAlchemy
hackersandslackers.com 2019-11-16 23:38

Simplify BigQuery ETL jobs using SQLAlchemy

In terms of technical ingenuity, Google BigQuery is probably the most impressive data warehouse on the market. BigQuery differs from other data warehouses in that the underlying...

Todd Birchard
T Todd Birchard
8 min read
Comparing Rows Between Two Pandas DataFrames
hackersandslackers.com 2019-10-20 22:46

Comparing Rows Between Two Pandas DataFrames

It's a tale as old as time: your company has multiple instances of the same dataset which should match, but for whatever reason, don't. An obvious example that comes to mind might...

Todd Birchard
T Todd Birchard
3 min read
Comparing Rows Between Two Pandas DataFrames
hackersandslackers.com 2019-10-20 22:46

Comparing Rows Between Two Pandas DataFrames

It's a tale as old as time: your company has multiple instances of the same dataset which should match, but for whatever reason, don't. An obvious example that comes to mind might...

Todd Birchard
T Todd Birchard
3 min read
Comparing Rows Between Two Pandas DataFrames
hackersandslackers.com 2019-10-20 22:46

Comparing Rows Between Two Pandas DataFrames

It's a tale as old as time: your company has multiple instances of the same dataset which should match, but for whatever reason, don't. An obvious example that comes to mind might...

Todd Birchard
T Todd Birchard
3 min read
Optimize Your GatsbyJS Site With Netlify
hackersandslackers.com 2019-10-15 02:20

Optimize Your GatsbyJS Site With Netlify

It feels as thought static site generators are experiencing a meteoric rise in popularity amongst developers. In reality, we're only at the very beginning of a paradigm that will...

Todd Birchard
T Todd Birchard
9 min read
Optimize GatsbyJS Site Performance With Netlify
hackersandslackers.com 2019-10-15 02:20

Optimize GatsbyJS Site Performance With Netlify

It feels as thought static site generators are experiencing a meteoric rise in popularity amongst developers. In reality, we're only at the very beginning of a paradigm that will...

Todd Birchard
T Todd Birchard
9 min read
Optimize GatsbyJS Site Performance With Netlify
hackersandslackers.com 2019-10-15 02:20

Optimize GatsbyJS Site Performance With Netlify

It feels as thought static site generators are experiencing a meteoric rise in popularity amongst developers. In reality, we're only at the very beginning of a paradigm that will...

Todd Birchard
T Todd Birchard
9 min read
Create a Custom Twitter Widget in GatsbyJS
hackersandslackers.com 2019-10-10 06:11

Create a Custom Twitter Widget in GatsbyJS

If you’ve been anywhere near the internet lately, you’ve surely noticed the epidemic overtaking the developer community known as Gatsby fever. I wish I could say I’m not the...

Todd Birchard
T Todd Birchard
7 min read
Create a Custom Twitter Widget in GatsbyJS
hackersandslackers.com 2019-10-10 06:11

Create a Custom Twitter Widget in GatsbyJS

If you’ve been anywhere near the internet lately, you’ve surely noticed the epidemic overtaking the developer community known as Gatsby fever. I wish I could say I’m not the...

Todd Birchard
T Todd Birchard
7 min read
Create a Custom Twitter Widget in GatsbyJS
hackersandslackers.com 2019-10-10 06:11

Create a Custom Twitter Widget in GatsbyJS

If you’ve been anywhere near the internet lately, you’ve surely noticed the epidemic overtaking the developer community known as Gatsby fever. I wish I could say I’m not the...

Todd Birchard
T Todd Birchard
7 min read
SSH &SCP in Python with Paramiko
hackersandslackers.com 2019-10-08 03:52

SSH &SCP in Python with Paramiko

Cloud providers have made a killing from neatly-packaged managed services for years. Whether it be databases or message brokers, developers like ourselves don't seem to have a...

Todd Birchard
T Todd Birchard
7 min read
SSH &SCP in Python with Paramiko
hackersandslackers.com 2019-10-08 03:52

SSH &SCP in Python with Paramiko

Cloud providers have made a killing from neatly-packaged managed services for years. Whether it be databases or message brokers, developers like ourselves don't seem to have a...

Todd Birchard
T Todd Birchard
7 min read
Building Your First GatsbyJS Site
hackersandslackers.com 2019-09-21 19:09

Building Your First GatsbyJS Site

I’m no stranger to broadcasting my thoughts, opinions, and occasional lack of knowledge across the eternal internet. I would likely find that fact to be regrettable, if my...

Todd Birchard
T Todd Birchard
8 min read
Understanding GatsbyJS: Creating Your First Gatsby Theme
hackersandslackers.com 2019-09-21 19:09

Understanding GatsbyJS: Creating Your First Gatsby Theme

I’m no stranger to broadcasting my thoughts, opinions, and occasional lack of knowledge across the eternal internet. That said, I do pride myself on one thing as a shameless...

Todd Birchard
T Todd Birchard
10 min read
Understanding GatsbyJS: Creating Your First Gatsby Theme
hackersandslackers.com 2019-09-21 19:09

Understanding GatsbyJS: Creating Your First Gatsby Theme

I’m no stranger to broadcasting my thoughts, opinions, and occasional lack of knowledge across the eternal internet. I would likely find that fact to be regrettable if my...

Todd Birchard
T Todd Birchard
10 min read
Building Java Projects with Gradle
hackersandslackers.com 2019-08-13 13:27

Building Java Projects with Gradle

I've had a few strongly worded opinions about Java as a language in the past. Be that as it may, choosing a programming language is a luxury that many people don’t have; as long...

Todd Birchard
T Todd Birchard
8 min read
Data Engineering, Big Data, and Other Vague Vocabulary
hackersandslackers.com 2019-07-31 07:24

Data Engineering, Big Data, and Other Vague Vocabulary

I've spent the majority of my life dreading an eternal question that governs our lives. You know the one. It's the one that comes after our ritualistic handshakes and "nice...

Todd Birchard
T Todd Birchard
6 min read
Constructing Database Queries with SQLAlchemy
hackersandslackers.com 2019-07-14 16:03

Constructing Database Queries with SQLAlchemy

So far in our SQLAlchemy journey, we've covered managing database connections and model creation. So... how do we actually extract the data we want from our database?SQLAlchemy's...

Todd Birchard
T Todd Birchard
6 min read
Managing Relationships in SQLAlchemy Data Models
hackersandslackers.com 2019-07-11 05:50

Managing Relationships in SQLAlchemy Data Models

There are plenty of good reasons to use SQLAlchemy, from managing database connections, to easy integrations with libraries such as Pandas. If you're in the app-building business,...

Todd Birchard
T Todd Birchard
7 min read
Performing Macro Operations on PySpark DataFrames
hackersandslackers.com 2019-06-24 21:50

Performing Macro Operations on PySpark DataFrames

We've had quite a journey exploring the magical world of PySpark together. After covering DataFrame transformations, structured streams, and RDDs, there are only so many things...

Todd Birchard
T Todd Birchard
3 min read
Manage Files in Google Cloud Storage With Python
hackersandslackers.com 2019-06-18 22:54

Manage Files in Google Cloud Storage With Python

I recently worked on a project which combined two of my life's greatest passions: coding, and memes. The project was, of course, a chatbot: a fun imaginary friend who sits in your...

Todd Birchard
T Todd Birchard
5 min read
Working with PySpark RDDs
hackersandslackers.com 2019-06-07 02:10

Working with PySpark RDDs

We've spent an awful lot of time in this series speaking about DataFrames, which is only one of the 3 data structure APIs we can work with in Spark (or one of two data structure...

Todd Birchard
T Todd Birchard
5 min read
Manage Data Pipelines with Apache Airflow
hackersandslackers.com 2019-06-03 06:03

Manage Data Pipelines with Apache Airflow

It seems like almost every data-heavy Python shop is using Airflow in some way these days. It shouldn't take much time in Airflow's interface to figure out why: Airflow is the...

Todd Birchard
T Todd Birchard
12 min read
Using Hierarchical Indexes With Pandas
hackersandslackers.com 2019-05-28 15:00

Using Hierarchical Indexes With Pandas

I've been wandering into a lot of awkward conversations lately, most of them being about how I spend my free time. Apparently "rifling through Python library documentation in...

Todd Birchard
T Todd Birchard
9 min read
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