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When working with text data in machine learning, one of the biggest challenges is how to represent words as numbers. Computers don’t understand language the way we do—they need numerical input. That’s where text representation techniques come in. Today, we’ll walk through four of the most common approaches: One-Hot Encoding, Bag of Words,…
Artificial Intelligence is no longer just a buzzword—it’s everywhere. From smart assistants on our phones to automation tools in businesses, AI is reshaping how we live and work. But as the field grows, so does the vocabulary around it. Two terms that often get mixed up are Agentic AI and AI Agents. At…
Docker is an amazing tool that makes it easy to build, ship, and run applications in containers. Whether you’re just getting started or need a quick refresher, this guide covers all the essential Docker commands. Let’s dive in! 1. Managing Containers Think of containers as lightweight virtual machines running your…
When we talk about Artificial Intelligence, we often hear terms like ANN (Artificial Neural Networks) and RNN (Recurrent Neural Networks). They sound pretty similar—both are types of neural networks inspired by how our brains work. But in reality, they’re built for different jobs. Think of it like this: Let’s break it down in a…
Whether you’re a seasoned developer or just starting your React journey, this post is your go-to resource for honing your interview skills. To enhance your understanding, each question delves into a pair of opposing concepts. By comparing and contrasting, you’ll grasp two crucial aspects simultaneously, and that will clear your…
React is developed by Meta, formerly known as Facebook. It is a free and open-source front-end JavaScript library for building user interfaces based on UI components. In the React application, hooks are functions that let you “hook into” React state and lifecycle features from function components. Hooks don’t work inside…
In today’s fast-paced software world, developers need efficient ways to build, ship, and run applications consistently across different environments. This is where Docker comes into play! Docker is an open-source platform that makes it easy to create, deploy, and run applications inside lightweight, portable, and self-sufficient units called containers. Before…
Breadth-first search(BFS) and Depth-first search(DFS) both are graph traversal algorithms. Graph traversal is the Process of viewing all of the nodes within a graph. Breadth-first search begins with a random initial node and explores all nodes in the current layer before moving on to nodes in the next layer. Depth-first…
Javascript is a lightweight, single-threaded, and cross-platform programming language that enables you to do a lot of things like create dynamically updating content, control multimedia, interactive maps, and animate 2D/3D images. Javascript provides a few built-in functions for performing various operations. In this post, we will compare the call(), apply()…
Microservices architecture is all about breaking down a large application into smaller, independent services that can communicate with each other. This approach helps in scalability, flexibility, and easier maintenance. However, designing microservices effectively requires certain patterns to manage communication, data, and failures efficiently. Here are some essential microservice design patterns…