OpenGenus Tech Review Team - OpenGenus IQ: Learn Algorithms, DL, System Design (Page 25)

Find K-th Smallest Pair Distance [Solved]

In this article, we have solved the problem of finding the K-th smallest pair distance. This involve the concept of Binary Search.

Python

Prime Factorization Flask Application

In this article, we have developed a Python based Web Application using Flask framework to find the prime factorization of any number. The number is provided by the user.

Python

Trie in Python using OOP concepts

In this article, we have implemented Trie Data Structure in Python Programming Language using OOP concepts. We have explained the implementation design step by step.

C++

Interpolation Search in C++ using OOPs

In this article, we will implement Interpolation Search in C++ using some OOPs concept. But before that we need to have a basic idea and working technique of Interpolation Search.

Dynamic Programming (DP)

Interleaving String [Solved]

The Interleaving Strings problem is a classical dynamic programming problem that involves whether a string can be formed by interleaving two strings. In this article, we'll explore this problem in depth and provide a C++ implementation using dynamic programming.

Java

Introduction to Android Development

In this article, we will take a closer look at Android Development and explore what it takes to become an Android developer.

Python

Python Byte Arrays: A Comprehensive Guide

In this article, we'll explore byte arrays in Python and learn how to use them effectively in your code. We'll cover their basic syntax, common use cases, and performance considerations.

HTML

Different ways to Redirect a webpage

In this article at OpenGenus, we have explained how to redirect a webpage using JavaScript and natively in HTML. We have developed demos to demonstrate the ideas with code examples.

Deep Learning

XLNet model architecture

In this article, we have explored architecture of XLNet model in depth. It is a popular NLP based Neural Network.

C++

Merge Sort in C++ using OOP concepts

In this article at OpenGenus, we will learn how to design and implement Merge Sort in C++ Programming Language in detail using OOP concepts.

C++

Multithreaded Matrix Multiplication in C++

In this article, we will explored how to implement Multithreaded Matrix Multiplication in C++ Programming Language. Matrix Multiplication is a critical operation in Deep Learning and this makes this topic critical.

Python

4 Different ways to remove element from List in Python

In this article, we will explore different ways to delete an element in a List using Python's built-in methods and functions and apply it to delete the first and last element of a List.

System Design

30 test cases for a login screen

In this article, we have listed and explained 30 test cases for the most important feature of any web app that is a login screen. This is an important question for Software Developer positions.

Machine Learning (ML)

4 Types of Machine Learning

In this article, we have explored the 4 different types of Machine Learning (ML). The goal of ML is to create techniques so that computers can act close to human behavior and the current techniques fall into 4 distinct categories.

JavaScript

Objects in JavaScript [Practical Guide]

Detailed article on object creation, access methods and various built-in methods of object in JavaScript.

Natural Language Processing (NLP)

CBOW and Skip gram

This article at OpenGenus gives the idea of CBOW (Continuous Bag of Words) and Skip-gram in a detailed way along with differences between the two concepts.

Ruby Programming

Master Routing in Rails [Practical]

In Ruby on Rail, routing is how an application handles HTTP requests and ultimately decides what will be provided to the user through controller actions. In this article, we will go through some routing conventions to follow when building a route.

Deep Learning

Training, Testing, Validation and Holdout Set

Training, testing, validation, and holdout sets are essential components of machine learning models that allow for effective evaluation of model performance and generalization. In this article, we will delve into what these sets are, how they are used, and why they are important.

Java

Timer Console Application in Java

In this article, we will understand how to develop a Timer Console Application which simulates a countdown timer with a Progress Bar and a countdown timer display.

JavaScript

Detecting key press in JavaScript

Detecting key presses in JavaScript can be very useful for many applications, including games, text editors, and form input validation. In this article, we will explore the different ways of detecting key presses in JavaScript with code snippets and images.

Deep Learning

Policy Gradient in RL

Policy gradient is a popular approach in RL that is used to learn a policy function that maps states to actions, by directly optimizing the expected return of the policy.

Deep Learning

RetinaNet Model Architecture

In this article, we will explore the model architecture of RetinaNet Model which is widely used for Object Detection tasks. This is a strong alternative to YOLO, SSD and Faster R-CNN. It has over 32 million parameters.

Deep Learning

Epoch, Iteration and Batch in Deep Learning

In this article, we will explore three fundamental concepts in deep learning: epoch, iteration, and batch. These concepts are essential in training deep neural networks and improving their accuracy and performance.

Computer Architecture

Pipelining in CPU [In-depth explanation]

Pipelining is an important concept in CPU optimization and utilization. It is a powerful technique used in modern CPUs to improve their performance and efficiency, but it also requires careful design and management to overcome the challenges and limitations associated with it.

System Design

Fault Tolerance in System Design

To achieve fault tolerance, system architecture uses a variety of techniques. One of the most common techniques is redundancy, which means that a system has multiple components that perform the same function.