1. Introduction Visual quality inspection is a critical process in many industrial settings, from manufacturing assembly lines to agricultural sorting. Traditionally, these inspections have relied on manual human effort or fixed rule-based machine vision systems. However, with increasing product complexity and the demand for higher throughput, these approaches often fall short in terms of accuracy, […]
Introduction: The Future of Business is in the Cloud The UAE is rapidly evolving into a global leader in artificial intelligence (AI) and cloud computing. From government initiatives like the UAE AI Strategy 2031 to investments in smart city projects, businesses across the region are embracing these technologies to gain a competitive edge. But what […]
Large Language Models (LLMs) have demonstrated remarkable capabilities across a myriad of natural language processing tasks, from content generation to complex reasoning. However, achieving peak performance and ensuring alignment with specific user needs and safety guidelines remains a significant challenge. Traditional fine-tuning approaches often fall short in capturing the nuanced preferences and implicit knowledge that […]
DevOps has become a game-changer in modern software development, combining development and operations to enhance efficiency and reduce deployment times. But managing DevOps workflows manually is impractical—this is where DevOps automation tools come into play. For tech professionals in the UAE, implementing the right automation tools can help optimize infrastructure, improve security, and ensure seamless […]
Introduction Ensuring that your systems operate smoothly is a top priority. AWS CloudWatch Alarms is a powerful tool that helps you monitor your resources and quickly respond when issues arise. This guide provides a clear explanation of CloudWatch Alarms, along with practical use cases that demonstrate how they can be beneficial. What Are CloudWatch Alarms? […]
Distributed training is a critical technique for handling large-scale machine learning models, especially when dealing with large language models (LLMs) that require significant computational resources. Amazon SageMaker, in combination with Hugging Face, provides a powerful platform for distributed training. This article will guide you through the process of fine-tuning a large language model using model […]
Introduction: Why DevOps Monitoring is Essential for UAE Businesses As UAE businesses rapidly adopt cloud computing, maintaining system performance and security is becoming a top priority. With 90% of enterprises using AWS, Azure, or Google Cloud, DevOps teams need real-time monitoring tools to track uptime, optimize performance, and detect security threats. Without the right monitoring […]
Ensuring compliance with the Payment Card Industry Data Security Standard (PCI-DSS) is a critical requirement for organizations that handle credit card transactions. AWS provides a suite of tools that can help automate and enforce compliance, including AWS Config, AWS Security Hub, AWS Lambda, and AWS Systems Manager (SSM). In this article, we will explore how […]
Organizations are increasingly adopting decentralized data architectures to enable scalability, agility, and domain-oriented ownership. Data Mesh, a paradigm introduced by Zhamak Dehghani, advocates for a decentralized approach to data management, where data is treated as a product and owned by domain-specific teams. However, this decentralization introduces challenges in governance, security, and access control. AWS provides […]
In today’s globalized world, applications need to be highly available, scalable, and resilient to failures. Amazon DynamoDB, a fully managed NoSQL database service, offers a powerful feature called Global Tables that enables you to replicate your data across multiple AWS regions. This ensures low-latency access for users worldwide and provides disaster recovery capabilities. However, when […]
