In Part 2 of this series on Linear Regression I will pull a data-set of house sale prices and “features” from Kaggle and explore the data in a Jupyter notebook with pandas and seaborn. We will extract a good subset of data to use for our example analysis of the linear regression algorithms.

How to Update Your Nvidia Graphics Driver for Windows
As a PC user, you may have some questions on if you should always have the newest version of your graphics card installed. What are some reasons why you would want to update your driver? What are the benefits of doing so? What are the concerns if they aren’t updated?

How to Create A Drive That You Can Use in Mac OS X & Windows
A quick, easy guide to formatting a drive that will work in both operating systems.

Do Macs Get Viruses?
A short summary on Macs vs. Windows in the virus category.

AppleCare vs Puget Systems Service
How does Puget Systems stack up against AppleCare?
CPU Cores and Clock Speed – A Car Analogy
We have published a short video looking at the basics of CPU cores and clock speed using the time honored tradition of a car analogy.
Machine Learning and Data Science: Linear Regression Part 1
Linear regression could possibly be considered the “Hello World” problem of Machine Learning. It’s implementation touches on many of the fundamental ideas and problems in this field. I’ll give you some guidance for understanding and implementation of this fundamental idea.
An Unhealthy Obsession
UPS delivered a box to my door two weeks ago. Inside was something I told myself I didn’t need because I already had a phone and tablet.
My spouse and close friend talked about theirs at a level that borders on a unhealthy obsession.
A note…
To our readers: If you would permit me, I would like to use the blog for my own purposes. From time to time, I would like to write to my team, currently the 36 people who call Puget home. Why don’t I simply email each of them instead of publishing here? I want these letters to be a stake in the ground, and there is no better way to commit than to say it publicly. I hope you enjoy these letters as well, as they provide a little peak behind the curtain.

Tweaking Windows 10 Privacy Settings With ShutUp10
Windows 10 is by far the most invasive operating system that Microsoft has created to date. Between data-tracking tidbits and forced tethering to Microsoft’s online services, Windows 10 is almost always looking over your digital shoulder. This can be a daunting thought and one that does not sit well with most end-users and rightfully so!




