Aditya Chatterjee's Blog, page 5

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. Each has independently revolutionized its respective industry, offering users unprecedented benefits. This article delves into how the integration of Bitcoin into online casinos is reshaping the gambling industry and what this means for tech-savvy audiences.

The Rise of Bitcoin

Bitcoin, the first and most renowned cryptocurrency, has gained global acceptance due to...

Deploying Python Web Applications with Docker and Kubernetes

Table of contents:
1.Introduction 2.Setting Up Docker 3.Dockerizing a Python Application 4.Setting Up Kubernetes 5.Deploying with Kubernetes 6.Applications 7.Complexity 8.Key Takeaways 9.Conclusion

Reading time: 25 minutes | Coding time: 45 minutes

Introduction

Deploying Python web applications has becom...

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 and connecting them together, you can create your very own functional website hussle free. There is nothing more satisfying in programming than seeing your idea become a reality.

In this article, I will show you how to create a simple but functional website using HTML, CSS, and JavaScript. This article is designed for complete beginn...

Hall's Marriage Theorem

What is Hall's Marriage?

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 and creating Latin squares.

The Marriage Problem

Imagine a group of girls, each knowing several boys. The goal is to find out if each girl can be matched to a boy she knows, so that eve...

Genre Classification through Song Lyrics

Introduction

Music genre classification is a challenging task due to the inherent subjectivity and complexity of musical styles. However, by analyzing the textual content of song lyrics, we can extract meaningful features and train machine learning models to classify songs into predefined genres. In this OpenGenus article, we'll walk through a practical implementation of genre classification using song lyrics and machine learning algorithms.

Table of ContentsSection1Introduction2D...

Quota Sampling

Table of contents

What is Quota SamplingTypes of Quota SamplingAdvantages of Quota SamplingDisadvantages of Quota SamplingComparison of Quota sampling to other sampling methodsWhat is 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. The characteristics could include age, gender, income level and so on. The researchers decide the selection of sampling basing on s...

Interview questions on NLP

Natural language processing (NLP) is a branch of artificial intelligence (AI) that enables computers to comprehend, generate, and manipulate human language. Natural language processing may be used to query the data using voice or text in natural language. Here is a list of questions on the same:

Section A: Multiple-choice Questions (MCQ)

What is Natural Language Processing (NLP)?

a) A programming language specifically designed for processing natural languages.b) A set of algorithms for solvi...

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.

Table of Contents:

Causal reasoningMethodologyExperimental MethodQuasi-experimental MethodImplementation in pythonReal life ApplicationsCausal reasoning:

Causal reasoning is the process of identifying cau...

Projection Pursuit (PP)

Table of Contents:

Introduction to Projection PursuitPurposeProjection IndexMethodImplementation in pythonAdvantageslimitationsApplication in real worldIntroduction to Projection Pursuit

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.

William Henry Kruskal was the first who proposed the concept ...

Aligning Flexbox

What is Flexbox?

Flexbox is used to align items vertically and horizontally in a container of a webpage. It is a one-dimensional layout model. Meaning that it only deal with layout in one dimension at a time, either it can align vertically (column) or horizontally (row).

Parent, Child Relationship

In Flexbox, the aligning part is done in parent element also called as flex-container. The child elements are present inside the flex-container.

The parent element should contain the display: flex prop...