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…
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,…
Welcome to our post on enjoymachinelearning.com’s favorite data science books. This post features a proprietary EML ranking system that will give you a way to be confident when making a purchase. When I started with data science, I couldn’t stand…
Deep learning has taken the world by storm in recent years, and for a good reason – it is an incredibly powerful tool for teaching machines to perform complex tasks. However, deep learning as a subset of machine learning can…
When you think of data science, what comes to mind? For many people, when that question is asked, machine learning is the first thing they think about. However, data science is a much broader field than machine learning. This blog…
It’s no secret that data science and machine learning are two of the most in-demand skills right now. Choosing the correct tool for the job is vital if you’re looking to make a career change into one of these fields…
Bootstrapping is a resampling method that is used in machine learning. It is a widespread technique due to its flexibility since it does not require anything other than your training dataset (that I presume you already have). This blog will…
When most people think about artificial intelligence, they automatically assume some machine learning goes on. After all, how could you have an AI system without machine learning? But what if there was a way to create AI without machine learning? …