A Dictionary that was a Birthday Present in 1940 Today I discovered Kaggle. It's a fascinating site with Data Science competitions for...

Today, my ML path has me learning Decision Tree Classifiers. All the visualizations I did yesterday focused on looking at flower data...

Iris Species with Naive Bayse by Vinay Shaw As I wind my way into Machine Learning, I encountered the "Hello World" of ML Data Sets, the...

Claude Monet 'Morning on the Seine near Giverny' Entropy measures the level of disorder in a system. Cross-Entropy Loss measures the...

I feel like I am hunting and pecking my way into Machine Learning. Get it? Birding... pecking... Sorry, I'm just a loser dad. I find...

Photo by Author in Provincetown, MA I am a person of first principles. I like to take basic concepts and use those ideas to give me a...

I shouldn't be surprised that building an ML Model is a topic requiring several blog posts and significant study. For example, let's look...

Often the most effective method of understanding data is creating a checklist. As a data practitioner, I use checklists extensively to...

Photo by Sylvia Sammon-Burns - Taken at The Common Man Inn Here are the classic Machine Learning book references. An Introduction to...

Photo by Author As I dig into machine learning, I find my mathematical and numerical background makes me a perfect candidate as an expert....

Psychology says that humans are able to process up to 7 pieces of information at a time in our short-term memory. That's why we have...

Introduction Apache Spark is a powerful tool for processing data, but I've found it's easy to get stuck when learning the technology. If...

After fighting with AWS Glue and realizing that in order to use Glue beyond the point of a dumb scheduler, I need to learn the hell out...

VPC Endpoints are the key to connecting AWS services privately with each other. When you use VPC endpoints, all traffic stays on the AWS...

E. W. Dijkstra is a very important computer scientist and prolific writer. I like to keep a reference to his work handy. Very inspiring...

Photo by Author Scrum is a Software Development Lifecycle Methodology In its most basic form, Scrum is a Software Development Lifecycle...

The AWS cloud opens a whole new level of frustration for data scientists. You now have access to a cornucopia of amazing tools, but one...

My ongoing side project involves using data techniques to match people across data sources. It is a useful and surprisingly subtle...

Big Data Systems Development is filled with complexity, and more often than not, interesting and elegant shortcuts. It is such a vast set...

http://steve-yegge.blogspot.com/2006/09/good-agile-bad-agile_27.html The article is from 2006, so much has changed. Scrum turned out to...