Recently, I was working on a deep learning project where my model was taking forever to train, and the accuracy was all over the place. The issue was, I wasn’t using batch normalization. Once I implemented it correctly, my training time decreased by 40%, and the model became much more stable. In this guide, I’ll … Read more >>
While working on a machine learning project, I needed to train a neural network for binary classification. The crucial decision was selecting the right loss function, and Binary Cross Entropy (BCE) emerged as the perfect choice. In this article, I’ll cover everything you need to know about implementing and optimizing Binary Cross Entropy in TensorFlow, … Read more >>
As a developer working on a data visualization project, I needed to create clear and informative line plots to present some trend analysis. As I’ve discovered over my years working with Python, Matplotlib is incredibly useful, yet sometimes the basics can trip us up. In this article, I’ll walk through several approaches to plot lines … Read more >>
When I was working on a React project where I needed to pass data from a parent component to a child component. This is where props come in handy in React. Props (short for properties) are a fundamental concept in React that allows components to communicate with each other. In this article, I will cover … Read more >>
As a developer, I was building a React application for a client who needed to track inventory for their small business in Texas. The application needed to update prices, quantities, and product availability in real-time as users interacted with it. The challenge was managing all this changing data efficiently. That’s when I realized the true … Read more >>
While working on a TypeScript project, you receive data from an API as an object. Before using any property from that object, you want to make sure the key actually exists to avoid errors. For example, you want to display the user’s email, but you’re not sure if the email key is present in the … Read more >>
When I was working on a TypeScript project recently, I had to display a list of events sorted by their dates. I used .sort() to arrange them, but it didn’t work as expected because the dates were a mix of strings and Date objects. To fix this, I converted all the date values to Date … Read more >>
When working with enums in TypeScript, you may encounter situations where you need to convert an enum to an array. This can be useful when creating a select box or iterating over the enum values. In this tutorial, we will learn how to convert a TypeScript enum to an array. I will explain different methods, … Read more >>
When we work with dates and times in TypeScript, even a small adjustment, like adding a few seconds, can avoid plenty of code corrections later. In this Typescript tutorial, we will start with a simple Date object and show you how to push it forward by the exact number of seconds you need. Whether you are … Read more >>
TypeScript, a superset of JavaScript, enhances the language with static types, making it a powerful tool for building large-scale applications. Two fundamental concepts in TypeScript are classes and interfaces. Understanding when and how to use them is crucial for writing clean, maintainable code. In this tutorial, we will understand the TypeScript class vs interface, explain … Read more >>
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