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A primer on factorials The '!' behind the 0, is notation for something called a 'factorial'. A factorial basically tells you to take the product of all integers and itself before it until you reach 1. If that didn't make any sense, take a look at thi...
Introduction A store owner recently noticed an alarmingly high rate of shoplifting. He develops a machine learning model that predicts if a customer has shoplifted or not and it is 95% accurate! He deploys the model but a month later catches no shop...
Before we understand how logarithms work, it is important to know how exponents work. aᶜ=b (read as "a to the power of c equals b") is an exponent where a,b and c are numbers. aᶜ=b just means that a multiplied by itself c amount of times is equal to ...
For this simple project we will use OpenCV in Python. It is a library using which we can develop real-time computer vision applications. It mainly focuses on image processing, video capture and analysis including features like face detection and ob...
What you are going to read below is a roadmap for the first 30 days of getting started with machine learning as a complete beginner. If you don't know how to code or anything about what machine learning is, then this blog post is for you. Step 1: Lea...
Anaconda When you work in python, you'll be working with several frameworks and many of them work only on specific versions of python. Now imagine downloading a new version of python and then installing it for every framework you want to work with. �...
A little while ago, I was experimenting with different tools to implement machine learning models in real-world apps, and I came across ‘AI Tables’ by MindsDB. It is a predictive AI layer for existing databases. In this article, I will talk about my ...
"Generative Adversarial Networks" (or GANs for short) is a fascinating approach for training neural networks. It sounds really complicated but it isn't. Let's talk about it. Pre-requisites to follow along: None. A GAN has 2 parts: A generator and ...
One of the topics in math that you'll find in machine learning courses as a pre-requisite is Linear Algebra. What is 'Linear Algebra' and how is it used in machine learning? We'll answer just that in this blog post. Prerequisites to follow along: No...
