Give your hardware (and sanity) a break by letting the cloud do the work for you

Cloud Computing taking the jobs of our local machines!

Amazon Web Services (alongside alternative options such as Azure, Google Cloud, and others) offer unprecedented access to virtual, fully remote processing power by harnessing virtual machine clusters and remote servers to handle enormous amounts of data, as well as process tasks and data science models that would otherwise bog down your local computer to a crawl. Instead of being left with nothing to do while your models run in the background for 12 hours, why not utilize cloud-based services to handle it for you?

I came into the Data Science program at Flatiron already utilizing AWS (as well as Paperspace)…


Get your Pythonese Writing Style On

Writing concise, readable, and clean code can be a great habit to have, and just like any professional and academic writing style, has its own ‘unofficial’ rules and guidelines. Although Python and IDEs are very lenient in how code is interpreted — allowing for personal expression in individuals’ coding—writing in some sort of regulated Pythonic is preferred. Here, we’ll go over a few examples of keeping your python code blocks as PEP 8 compliant as possible.

Ever have that boss that has pet peeves about almost everything? From graph types to colors down to…


Dark Mode, Customized Fonts, Text Size & More…

Random Cyberpunk dude: “Let’s get dark baby”

Staring at a screen for hours on end, especially at night has been the literal call-to-arms for the emergence of dark mode in websites, browsers, mobile operating systems, and web APIs. Jupyter notebook is no exception, and while other IDE’s like Spyder, PyCharm, and VS Code offers built-in dark modes for that all so easy-on-the-eyes look, unfortunately, the same cannot be said for Jupyter.

This doesn’t mean all is lost, however. Jupyter Themes exists as an open-source library created and developed by Kyle Dunovan; and is used to change themes for notebooks including colors, fonts, text size, and graph visuals…


Do Esports Players Have a Natural Bayesian Thought Process?

E-sports has come up in the world as an alternative medium for entertainment especially in the interim post-COVID world. Where initially live-sporting events screeched to a halt and the world was left in an endless loop playing board games, Esports proved to be an immediate relief for some people looking for something, anything to scratch that itch to watch a competitive, live sport of any kind. …

Chaz Frazer

Flatiron School Data Science Student/Esports Analyst/Competitor/Japanese Interpreter: I do a lot in the intersection of gaming and data, helping esports grow.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store