Machine Learning (ML) Stepwise Regression We will be learning about stepwise regression- a technique that will help us find the best set of variables to choose for our linear regression.
books DSA Takeover Coding Cheatsheet: Must have book for all programmers "DSA Takeover Coding Cheatsheet" is one of the highest rated textbook on Algorithms and Data Structures.
Data Communication and Computer Networks IPv6: Understanding its Development, Architectural Enhancements, and Current Adoption IPv6, the latest version of the Internet Protocol, was specifically designed to address the limitations of IPv4, particularly the shortage of IP addresses.
Deep Learning Guide to Deep Learning Model Training and Quantization In this OpenGenus article, I will be guiding you through training a sample convolutional neural network (ConvNet) with 5 convolutional layers for a specific task.
Deep Learning INT4 Quantization (with code demonstration) INT4 quantization is a technique used to optimize deep learning models by reducing their size and computational costs. It achieves this by using 4-bit integers instead of 32-bit floating-point numbers.
Database Management System (DBMS) Database Indexing Database indexing is a technique to enhance the speed of data retrieval in a database. An index is a data structure that allows quick access to rows in a table, similar to a book's index helping you find topics quickly without reading every page.
Python List and Dictionary Comprehension in Python In this article, we will be discussing list and dictionary comprehension and it's relevance.
Machine Learning (ML) Personality Prediction Through Machine Learning A person's action or reaction to any issue is largely dependent on the answer to the question: What kind of a person he is? In this OpenGenus article, we aim to create a Machine Learning model which can tell us exactly that.
C++ Dynamic and Static dispatch in C++ A dispatch mechanism determines which function gets executed when called upon by an object. In this OpenGenus article, we will explore each of these mechanisms along their approach to overloading and polymorphism.
CSS Center Images using CSS In this OpenGenus article, I will go over the various ways to center images on a webpage using CSS, which can be one of the more tricky tasks when building a webpage.
Web Development Guide through Serverless architecture In this OpenGenus article, we will present to you serverless architecture and its different aspects.
Python Deploying Python Web Applications with Docker and Kubernetes Deploying Python web applications has become increasingly efficient with the advent of containerization technologies like Docker and orchestration tools like Kubernetes.
List of Mathematical Algorithms Hall's Marriage Theorem Hall's Marriage Theorem is a key concept in graph theory, proven by Philip Hall in 1935. It helps solve the marriage problem: given a set of girls and boys, under what conditions can each girl be matched to a boy she knows? This theorem is useful in various fields, such as job assignments.
Machine Learning (ML) Genre Classification through Song Lyrics This article presents a practical implementation of music genre classification using song lyrics and machine learning algorithms. By leveraging NLP techniques and logistic regression, it demonstrates efficient categorization of songs, offering insights for music analysis and recommendation systems.
List of Mathematical Algorithms Quota Sampling Quota Sampling is a non-probability sampling method in which researchers divide a certain population into certain groups basing on certain unique characteristics.
Natural Language Processing (NLP) Interview questions on NLP Natural language processing may be used to query the data using voice or text in natural language.
Software Engineering The Intersection of Bitcoin and Online Casinos: A Technological Revolution In recent years, two groundbreaking trends have converged to create a unique niche in the digital world: Bitcoin and online casinos.
Web Development Creating a simple website with HTML, CSS, and JavaScript for complete beginners Starting your first application may feel overwhelming if you are new to web development, but by beginning with basic web pages using HTML, CSS, and some JavaScript.
List of Mathematical Algorithms Causal Inference The process of determining the independent, actual effect of a particular phenomenon that is a component of a larger system is called Causal inference. Usual statistical methods like correlation does not ensures causality. That's why we need a more scientific method to ensure causation.
List of Mathematical Algorithms Projection Pursuit (PP) Projection Pursuit is a statistical technique to find the most "interesting" possible projections of multidimensional data. Generally, projections with more deviation from normal distribution are preferred and considered as more interesting.
CSS Aligning Flexbox In Flexbox, the aligning part is done in parent element also called as flex-container. The child elements are present inside the flex-container.
Database Management System (DBMS) Understanding Transactional Replication in SQL Server Transactional replication is a popular method for keeping multiple SQL Server instances synchronized by capturing changes from one server (publisher) and applying them to others (subscribers). We will explore its key aspects along with code samples and best practices.
Python Different ways to add element to List in Python Lists are a staple data structure in any python programmer’s toolkit. It is not only versatility but efficient also. In this OpenGenus article, I will discuss a variety of methods in the standard library to add an element or an iterable to a list in Python.
Machine Learning (ML) Markov Chain Neural Network (MCNN) In this OpenGenus article, we will explore Markov chains, their intersections with neural networks, and a simple implementation of a Markov chain neural network (MCNN). We will also take a look at their applications.
Algorithms Navigating the Vibrant Landscape of Chromatic Art Gallery Problems In this insightful expedition at OpenGenus, we will traverse the complexities of guarding polygonal masterpieces, exploring its NP-hard intricacies and delving into variant landscapes that challenge the very essence of guarding with colors.
