Bijay Kumar 
Working with TensorFlow often requires converting data between different types, and one of the most common conversions is from string to integer. I’ve encountered this need countless times in my decade of Python development experience. In real-world machine learning projects, data rarely comes in the perfect format. Sometimes you’ll get text data that needs to … Read more >>
Recently, I was working on a deep learning project that involved analyzing customer data, where I needed to implement neural networks. One of the fundamental building blocks I used was the fully connected layer in TensorFlow. If you’re building neural networks with TensorFlow, you’ll inevitably work with fully connected layers (also called dense layers). These … Read more >>
When I was working on a TypeScript project recently, I needed to calculate dates a few days ahead, like setting deadlines or scheduling reminders. At first, I wasn’t sure how to easily add days to a date without messing up the original date or dealing with complex date math. To solve this, I created a … Read more >>
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 >>
Recently, I was working on a React project that required creating a highly interactive feedback form for a US-based healthcare application. The challenge was handling various user events efficiently, clicks, keyboard inputs, form submissions, and more. The issue is that many developers struggle with implementing event handlers properly in React, which can lead to performance … Read more >>
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