ChatGPT’s website is all anyone is talking about right now, it is revolutionary and is — in my opinion — the next BIG disruptor of the world. However, if OpenAI just released a few videos and demos, nobody would really care (outside of the die hard deep learning enthusiasts). ChatGPTs…

In this article, we will explore the architecture of a CNN, talk about what convolution does, and build a functioning model to predict Fashion MNIST data with a 90% accuracy among 10 classes. What is Convolution? So what is this special process that CNNs get their name from? When we Convolve over an…

Today, we will explore some distance calculation formulas and when and where they are useful. Distance calculation is extremely useful in all sorts of applications, wether your are building a recommender system (checking distances between two users preferences), training ML model (calculating distances between your prediction and the ground truth)…

In this article we will explore a (relatively) new algorithm called GeoHash. We will talk about the applications of geohashing latitude and longitude data for easier querying, I will also provide a tutorial with a simple node app which mimics the storage and searching on geohashes. What Is a GeoHash? A GeoHash is an…

In this article I will show you how to create and launch a Docker Image on your local machine in under 10 minutes. I will explain the Docker File in depth but assume you have experience using node and js. Why Docker Before we jump into coding, I want to address why…

In this article, we will go over how to build a Web page and package it down to distributable production ready code using Webpack. What is Webpack? Webpack is quite simply a bundler, it takes your js modules with cross references and creates one static js file. It can also be configured with…

In this article, we will talk about what a JWT (Json Web Token) is, how it is useful and how you can add it to your REST API. Definitions First, I’ll go over some definitions. Authentication: “the process or action of verifying the identity of a user or process” (You are…

HTTP Headers are an integral part of how the web functions. They contain information about the request (like the user agent used to make the request, the content the requester will accept, and the language). They contain information about the response (like the content type, cookies to set, and caching…

In this article, we will go over what an RNN is, what an LSTM is, and what a GRU is. We will then use an LSTM to train a model on flight data to predict future flight trends. RNN Before we build our network, we need to understand what an RNN…