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Optimizing kernel-space operations to save CPU cycles is crucial for improving system performance, especially on resource-constrained devices like the Raspberry Pi. Below are key strategies to reduce CPU overhead in the Linux kernel: 1. Minimize Context Switches 2. Optimize Interrupt Handling 3. Reduce Lock Contention 4. Memory Access Optimization 5. Avoid Unnecessary Work 6. Hardware…

Why Were Humans Created? Allah makes it clear in the Quran that He created humans for a divine purpose, even though He has no need for their worship or existence. 1. Allah Does Not Need Humans—He Is Self-Sufficient 2. The Purpose of Human Creation: Worship and Vicegerency (Khilafah) 3. Why Would a Self-Sufficient God Create…

Introduction to AI: What is AI? (Definitions & Key Concepts) Objective: Understand the basics of Artificial Intelligence (AI), its definitions, and core concepts to build a foundation for further learning. Key Topics Covered: 1. Defining Artificial Intelligence (AI) 2. AI vs. Human Intelligence 3. Types of AI (Based on Capability) 4. How AI Works (High-Level…

AI in Social Media: Algorithms & Content Moderation Key Takeaways: 1. How AI Algorithms Shape Social Media AI-driven algorithms curate user experiences by analyzing behavior and optimizing engagement. Key functions include: A. Personalized Content Feeds B. Engagement Optimization C. Advertising Targeting 2. AI in Content Moderation With 4.95 billion social media users generating 300M+ daily…

Bias & Fairness in AI: Challenges and Solutions Objective: Understand how bias enters AI systems, its real-world consequences, and strategies to mitigate unfair outcomes. 1. What is AI Bias? Definition: When an AI model produces systematically prejudiced results due to flawed assumptions or imbalanced data. Types of Bias in AI: Type Description Example Data Bias…

Machine Learning (ML) Basics: Supervised vs. Unsupervised vs. Reinforcement Learning Objective: Understand the three main types of machine learning, their use cases, and key differences. 1. Supervised Learning Definition: ML model learns from labeled data (input-output pairs).Goal: Predict outcomes for new, unseen data. Key Concepts: Real-World Applications: ✔️ Fraud detection (classifying transactions as fraud/legitimate).✔️ Medical…

By : Khawar Nehal khawar@atrc.net.pk Date : 28 March 2025 Course Title: Understanding Artificial Intelligence – A Foundational CourseDuration: 4-6 Weeks (Flexible)Level: Beginner to Intermediate Module 1: Introduction to AI Topics: Activities: Module 2: How AI Works – Core Concepts Topics: Activities: Module 3: Ethical & Societal Implications Topics: Activities: Module 4: AI in Everyday…

Introduction: The Legacy of Asian Paints Asian Paints stands as a towering figure in the global paint industry, evolving from humble beginnings in 1942 to become India’s largest and Asia’s third-largest paint company. Founded by four visionary friends – Champaklal Choksey, Chimanlal Choksi, Suryakant Dani, and Arvind Vakil – in a rented Mumbai garage, the…

Topics ✅ CURRENT HIGH-MARGIN, HIGH-ROI SERVICES (2025) These are products and services that BankIslami customers are happy to pay for right now, offering strong profit margins and excellent ROI. 1. Islamic Financing Products 2. Islami Mahana Munafa Investment Account 3. Debit & Prepaid Cards with Perks 4. Locker & Safe Custody Services 5. Remittance Services…

The Science Behind a Dog’s Happiness Dogs experience emotions similarly to humans, thanks to shared brain structures like the amygdala (which processes emotions) and the release of “feel-good” chemicals: This biochemical cocktail means dogs don’t just seem happy—they truly are happy in ways we can measure. How Dogs Express Pure Joy (In Extreme Detail!) 1.…