Understanding Regression in Deep Learning: Applications and Techniques
Arunangshu
January 1, 2025
Artificial Intelligence
Exploring VGG Architecture: How Deep Layers Revolutionize Image Recognition
January 1, 2025
NLP
How to Implement Function Calling for the Tiny LLaMA 3.2 1B Model
January 1, 2025
Artificial Intelligence
Bridging the Gap Between Artificial Intelligence and Human Cognition: The Role of Deep Learning
January 1, 2025
Jan01
Bridging the Gap Between Artificial Intelligence and Human Cognition: The Role of Deep Learning
Artificial Intelligence (AI) has undergone remarkable advancements in recent years, with deep learning standing at the forefront of these breakthroughs. The journey to create machines …
Read More →
Jan01
What is Accessibility in Web Development, and Why is it Important?
In today’s digital landscape, creating an inclusive experience on the web is not just a trend—it’s a necessity. Web accessibility refers to the practice of …
Read More →
Jan01
How does web browser rendering work?
The rendering process in web browsers is complex and intricate, responsible for translating raw code (HTML, CSS, JavaScript) into the visual experiences we interact with …
Read More →
Dec26
What is the purpose of a deployment pipeline?
In today’s fast-paced digital landscape, the deployment pipeline has become a crucial part of software development and operations. It is designed to streamline the process …
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Dec26
How does monitoring and logging work in DevOps?
In today’s fast-paced software development landscape, DevOps has emerged as a critical practice that integrates software development (Dev) and IT operations (Ops). One of the …
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Interview Questions
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Dec25
Top 10 Questions in Software Development Interviews and How to Answer Them
Preparing for a software development interview can feel overwhelming. From coding challenges to behavioral questions, the process tests both technical and interpersonal skills. Here are …
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Nov01
Can You Answer This Senior-Level JavaScript Promise Interview Question?
JavaScript developers know that understanding the inner workings of Promises is essential, especially when it comes to handling asynchronous code effectively. Mastering Promises can make …
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Jul03
JS Interview Questions
In JavaScript, one interview question that often pops up aims to test your understanding of asynchronous behavior and the event loop. Consider the following code …
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Tools and Extensions
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Industry Insights
How to Analyze and Debug Memory Leaks with Chrome DevTools
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Arunangshu
Industry Insights
How to Simulate Mobile Devices with Chrome DevTools
Written by
Arunangshu
Software Development
Mastering Network Analysis with Chrome DevTools: A Complete Guide
Written by
Arunangshu
Software Development
View All
Jan01
How does authentication differ from authorization?
In the digital age, two terms often surface in discussions of security and access control: authentication and authorization. While these concepts are closely related, they …
Read More →
Jan01
What is Accessibility in Web Development, and Why is it Important?
In today’s digital landscape, creating an inclusive experience on the web is not just a trend—it’s a necessity. Web accessibility refers to the practice of …
Read More →
Jan01
How does web browser rendering work?
The rendering process in web browsers is complex and intricate, responsible for translating raw code (HTML, CSS, JavaScript) into the visual experiences we interact with …
Read More →
Dec26
How to Improve Frontend Security Against XSS Attacks
In today’s digital landscape, web applications are exposed to various security vulnerabilities, with Cross-Site Scripting (XSS) attacks being one of the most common and dangerous. …
Read More →
Dec26
What is CI/CD, and why is it important?
In today’s fast-paced software development world, the terms “CI/CD” have become essential. Short for Continuous Integration (CI) and Continuous Delivery/Deployment (CD), these practices have transformed …
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Industry Insights
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Dec25
How to Analyze and Debug Memory Leaks with Chrome DevTools
Memory leaks are among the most common and challenging issues in web development. They can lead to sluggish performance, unresponsive applications, and even crashes. Fortunately, …
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Dec25
How to Simulate Mobile Devices with Chrome DevTools
Mobile web traffic has grown exponentially, and developers must ensure websites deliver seamless experiences on various screen sizes and devices. Simulating mobile devices while developing …
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Dec25
Mastering Network Analysis with Chrome DevTools: A Complete Guide
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Dec23
Load Testing with Artillery: Prepare Your Node.js Application for Peak Traffic
Handling traffic spikes is a challenge for modern web applications, especially when built using Node.js. Whether it’s a sudden influx due to a product launch, …
Read More →
Artificial Intelligence
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Bridging the Gap Between Artificial Intelligence and Human Cognition: The Role of Deep Learning
January 1, 2025
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Artificial Intelligence (AI) has undergone remarkable advancements in recent years, with deep learning standing at the forefront of these breakthroughs. The journey to create machines …
Read More →
VGG and LeNet-5 Architectures: Key Differences and Real-World Applications
December 31, 2024
No Comments
Introduction In the world of deep learning and computer vision, convolutional neural networks (CNNs) have played a transformative role. Among the most notable CNN architectures …
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Regression in Deep Learning: Solving Complex Prediction Problems
December 31, 2024
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Introduction to Regression in Deep Learning Regression is a fundamental concept in machine learning and deep learning, where the goal is to predict continuous values. …
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Case Studies
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Dec22
Best Practices for Deploying Node.js Apps on AWS EC2: From Development to Production
Node.js has become one of the most popular platforms for building scalable and efficient web applications. When deploying a Node.js app to AWS EC2, ensuring …
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Nov02
Can AI Transform the Trading Landscape?
Artificial Intelligence has captured headlines in every industry, but one field where it’s poised to make a seismic impact is financial trading. The promise of …
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Oct06
Why PWAs Are the Future of Mobile Development?
In the ever-changing landscape of mobile development, Progressive Web Apps (PWAs) have emerged as a game-changing solution that blurs the lines between traditional websites and …
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Jul23
Database Design Principles for Scalable Applications
In the ever-evolving world of technology, developing scalable applications is essential to meet the growing demands of users. One of the foundational aspects of building …
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Jul02
Migration to the Cloud: Real World cases
In today’s digital era, migrating to the cloud has become more than just a technological trend—it’s a strategic imperative. Cloud migration offers a multitude of …
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Frontend
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How to Improve Frontend Security Against XSS Attacks
Arunangshu
December 26, 2024
In today’s digital landscape, web applications are exposed to various security vulnerabilities, with Cross-Site Scripting (XSS) attacks being one of the most common and dangerous. XSS attacks exploit security weaknesses on the client side, allowing attackers to inject malicious scripts into web pages viewed by users. When these scripts are executed, they can steal sensitive information, hijack user sessions, redirect users to malicious websites, and more. What is an XSS Attack? Cross-Site Scripting (XSS) is a type of injection attack where an attacker injects malicious scripts into content from otherwise trusted websites. These scripts are executed in the user’s browser …
Chrome DevTools for Responsive Web Design: Tips and Tricks
Arunangshu
December 18, 2024
In today’s mobile-first world, ensuring that your website works seamlessly across all devices is crucial. Responsive web design isn’t just a buzzword—it’s a necessity. Chrome …
Frontend Development
What is the Document Object Model (DOM) and how does it work?
Arunangshu
November 8, 2024
The Document Object Model (DOM) is a crucial concept in web development, serving as a bridge between HTML and the interactive features that JavaScript can …
Backend
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How does authentication differ from authorization?
Arunangshu
January 1, 2025
In the digital age, two terms often surface in discussions of security and access control: authentication and authorization. While these concepts are closely related, they serve distinct functions in safeguarding systems, data, and resources. Understanding the difference between authentication and authorization is crucial for anyone looking to enhance their digital security skills or manage access to online systems effectively. Introduction to Authentication and Authorization Authentication and authorization are foundational components in digital security, but they focus on different aspects of user access. Authentication verifies the identity of a user, while authorization determines what resources or data that identified user can …
Comprehensive Integration Tests for a Full-Stack Node.js Application
Arunangshu
December 23, 2024
Integration testing is a critical aspect of developing reliable full-stack Node.js applications. While unit tests ensure that individual components of the application work as expected, …
Backend Development
Load Testing with Artillery: Prepare Your Node.js Application for Peak Traffic
Arunangshu
December 23, 2024
Handling traffic spikes is a challenge for modern web applications, especially when built using Node.js. Whether it’s a sudden influx due to a product launch, …
Deep Learning
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The Evolution of LeNet-5 Architecture: A Pioneer in Convolutional Networks
Introduction Deep learning has witnessed significant advancements over the decades, and LeNet-5 stands out as a foundational milestone. Developed by Yann LeCun and his collaborators …
December 26, 2024
Artificial Intelligence
VGG Architecture Explained: How It Revolutionized Deep Neural Networks
Introduction to VGG Architecture In the ever-evolving field of deep learning, convolutional neural networks (CNNs) have proven indispensable for tasks like image recognition, object detection, …
December 18, 2024
Artificial Intelligence
Comparing VGG and LeNet-5 Architectures: Key Differences and Use Cases in Deep Learnings
Comparing VGG and LeNet-5 Architectures: Huge importance to solving complex problems such as image recognition, object detection, and many more are held by convolutional neural …
December 9, 2024
Machine Learning
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Central Limit Theorem
April 6, 2024
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Statistics is not merely a branch of mathematics but a powerful tool that permeates almost every field of science, from economics to biology, from psychology …
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Z-Score
April 6, 2024
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In the vast realm of statistics, there exists a powerful tool known as the Z-score. Whether you’re a seasoned data scientist or just starting to …
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Normal Distribution
April 6, 2024
No Comments
Statistics is a powerful tool used to make sense of the world around us, helping us understand and interpret data in various fields ranging from …
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NLP
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How to Implement Function Calling for the Tiny LLaMA 3.2 1B Model
Arunangshu
January 1, 2025
Introduction In recent years, large language models have become a crucial part of software development, providing an array of functionalities that enhance user interactions and automate tasks. The Tiny LLaMA 3.2 1B model, a smaller yet powerful variant of the LLaMA series, allows developers to implement advanced capabilities, such as function calling, to improve functionality without the need for extensive computational resources. 1. What is Function Calling in LLaMA Models? Function calling in language models refers to the capability of a model to interact with various functions or APIs during conversation. By doing this, the model can perform specific operations …
The Convergence of NLP and AI: Enhancing Human-Machine Communication
Arunangshu Das
November 9, 2024
Introduction Natural Language Processing (NLP) and Artificial Intelligence (AI) have fundamentally reshaped the way humans interact with machines. As we witness rapid technological advancements, these …
NLP
NLP: Fine-Tuning Pre-trained Models for Maximum Performance
Arunangshu
May 16, 2024
In Natural Language Processing (NLP), pre-trained models have become the cornerstone of many cutting-edge applications. These models, often trained on vast amounts of text data, …
LLM
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How to create Large Language Model?
Arunangshu
June 25, 2021
Create a Large Language Model In the era of artificial intelligence, large language models have become the cornerstone of numerous applications, ranging from natural language processing to generating creative content. These models, such as the GPT (Generative Pre-trained Transformer) series, have captivated the attention of researchers and developers worldwide due to their remarkable ability to understand and generate human-like text. However, the process of creating these behemoths involves a complex interplay of data, algorithms, and computational resources. Understanding Large Language Models: Large language models are neural network architectures trained on vast amounts of text data to understand and generate human-like …
Why Large Language Model is important?
Arunangshu
June 25, 2021
Introduction In the realm of artificial intelligence (AI), one technological marvel has emerged as a game-changer: the Large Language Model (LLM). These models, epitomized by …
LLM
What is a Large Language Model Chatbot?
Arunangshu
June 25, 2021
In artificial intelligence, large language model chatbots stand at the forefront, revolutionizing human-computer interactions and reshaping the way we perceive communication with machines. These sophisticated …
Technology Future
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The Rise of Serverless Architecture
Serverless Architecture: In the constantly evolving software development landscape, staying updated with cutting-edge technologies is a must. One of the most transformative approaches in recent …
Arunangshu
October 6, 2024
Technology Future
Building Trust in the Digital Age
In today’s increasingly connected world, protecting data is no longer an option—it’s a necessity. Cybersecurity and privacy have become critical concerns for businesses and individuals …
Arunangshu
October 5, 2024
Technology Future
Future Technologies and Their Adaptability Across Programming Languages
In technology, staying ahead of the curve means not just keeping up with current trends but also anticipating what lies ahead. Whether you’re a seasoned …
Arunangshu
July 2, 2024
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