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Introduction to Clustering Techniques

In today’s data-driven world, businesses and researchers deal with vast amounts of unstructured and unlabeled data. Identifying patterns in this data is crucial for decision-making. For example, e-commerce platforms analyze customer purchase histories to recommend products, financial institutions detect fraudulent transactions by recognizing unusual spending behaviors, and healthcare providers group patients based on symptoms to

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Human Neurons to Machine Intelligence: The Neural Network Evolution 

What is a Neural Network?  Neural networks are the backbone of modern artificial intelligence (AI). They have evolved from simple, biologically inspired models to complex, machine-driven systems capable of performing tasks that were once considered the sole domain of human intelligence. But what exactly is a neural network, and how did it come into existence? 

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Understanding S3 Lifecycle Policies 

Amazon Simple Storage Service (S3) is a highly scalable, durable, and secure object storage service offered by AWS. S3 lifecycle policies are one of its most powerful features, enabling users to manage object storage costs effectively and automate data movement across different storage classes. This article provides an in-depth understanding of S3 lifecycle policies, including

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Cost Management in GCP: Optimizing Your Cloud Spending 

Introduction   Cloud computing has revolutionized how organizations operate, providing flexibility, scalability, and cost efficiency. Among the leading cloud providers, Google Cloud Platform (GCP) has gained significant traction due to its robust infrastructure, advanced AI/ML capabilities, and wide range of services catering to various industries. Over the past few years, GCP’s market share has grown steadily,

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GKE Anthos with AKS 

Overview  Anthos is a platform designed to help enterprises manage and secure their applications across multiple clouds and on-premises environments. In today’s landscape, organizations commonly have infrastructure spanning across different clouds (such as Google Cloud, AWS) and their own data centres. Managing these resources efficiently and securely becomes a significant challenge, especially as platforms and

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Importance of Software Testing and Its Types 

Introduction:  Software testing is an essential process in the software development lifecycle. It involves verifying and validating that a software application is free of bugs, meets the technical requirements outlined in its design, and satisfies user requirements efficiently and effectively. This process ensures that the application can handle all exceptional and boundary cases, delivering a

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The Role of CI/CD in Modern QA Automation 

1. Introduction  In today’s fast-paced world of software development, meeting the demands for quicker releases without compromising on quality is no easy feat. The rise of Continuous Integration (CI) and Continuous Deployment/Delivery (CD) has transformed how we approach this challenge, especially for QA engineers. CI/CD pipelines have redefined QA’s role, making it an integral part

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Choosing the Right Locator Strategy for Robust Selenium Test Scripts

Introduction   In automated web testing, Selenium has emerged as one of the most popular tools for automating browsers. Selenium’s ability to interact with web elements is essential for testing web applications effectively. However, to ensure that your tests are stable, fast, and maintainable, it’s crucial to select the right locator strategies for identifying web elements. 

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