I think people overcomplicate this. With so many options available, people think the operating system question is up for debate. It’s not. There’s a definitive answer – and this blog post will give it to you (and a little more).…
When it comes to data science and operations research, you probably think they are the same thing – and for a good reason. These two share a ton of similarities. While they share these similarities, they differ in terms of…
A battle is brewing, and the future of our world is at stake! On one side, we have machine learning: precise, consistent, logical, and unemotional. On the other side, we have messy, inconsistent, and emotional human learning. Which will come…
When it comes to business, I’m sure you know a lot of buzzwords get thrown around. Two that you’ve probably heard recently are “machine learning” and “automation.” Are they the same thing? Do they leverage each other? What are they?…
Georgia Tech’s online Masters in Analytics (OMSA) has been getting a lot of buzz lately (no pun intended). In May of 2022, I graduated from Georgia Tech’s Online Analytics Program (OMSA) with a GPA of around 3.5. Here’s me with…
Data science has become an increasingly popular field of study in the past couple of years- everyone wants to pick up machine learning. And who can blame them when data scientists are touting some of the highest salaries on the…
The two hottest jobs on the market right now are full-stack developers and machine learning engineers. And it’s for a good reason too. These roles take immense skill and problem-solving abilities that only some are equipped with. While the skills…
This blog post will discuss the final portion of our first project in our Dataset2API series, where we will build a working API. This project focuses on creating a salary API that will allow users to query for average salaries…
Something that isn’t talked about enough but silently haunts all machine learning practitioners. Data leakage. While data leakage is rarely discussed, I’ve seen it destroy production models. This blog post will discuss detecting and preventing data leakage in machine learning…
We’ve all been there, cleaned up our dataset, and realized it’s incredibly noisy. Should you get rid of the noise? Why is it even there? And what even is noise? In this blog post, we’ll look at what noise is,…