Leaping to next generation technologies

 Deepfake 101 Series Spot the Fake: The Deepfake Detection Challenge Submit your results in a github file, following  your first name. Upload your submission via the challenge platform at  youtubelink before the deadline: 30 March 2025. **Evaluation Metrics:** Submissions will be evaluated based on accuracy, precision, and recall. These metrics will measure how well your algorithm distinguishes between original and faked media. **Rules and Guidelines:** * Participants must adhere to ethical guidelines and responsible data usage. * Collaboration is allowed, but individual submissions are required. * Any attempt to manipulate the results will result in disqualification. **Resources and Support:** * For research papers and tutorials, visit [Resource Links]. * For questions, contact us at info@certifai.in * Check our FAQ section on the challenge platform. **Hashtags:** #SpotTheFakeChallenge #DeepfakeDetection #Deepfakes #FakeNews #IdentifyTheFake #ArtificialIntelligence #Tech...

  After 31 years of work in software ,mainly in Telecom and related software and witnessing massive telecom transformations with world's largest telecom companies and billions of dollars spending , many still struggling with micro services and cloud adoption, I foresee a radical shift in the next 5-10 years. The transition from 5G to 6G, alongside AI and quantum computing, will create intelligent, self-optimizing networks enabling holographic communication, digital twins, and immersive experiences. AI-driven network management, quantum-enhanced security, edge computing dominance, and a near-complete shift to cloud-native architectures will redefine industries and daily life, marking an era of unprecedented connectivity and technological convergence. The leap from 5G to 6G, coupled with the potential of quantum computing, promises a paradigm shift. 6G, operating in the terahertz spectrum, will deliver speeds and latencies previously unimaginable, enabling holographic communication...

  Telecom OSS and BSS: A Comprehensive Guide Table of Contents Part I: Foundations of Telecom Operations Chapter 1: Introduction to Telecommunications Networks A Brief History of Telecommunications Network Architectures: From PSTN to 5G Key Network Elements and Protocols Chapter 2: Understanding OSS and BSS Defining OSS and BSS The Role of OSS in Network Management The Role of BSS in Business Operations The Interdependence of OSS and BSS Chapter 3: The Telecom Business Landscape Service Providers and Their Business Models The Evolving Customer Experience Regulatory and Compliance Considerations The Impact of Digital Transformation Part II: Operations Support Systems (OSS) Chapter 4: Network Inventory Management (NIM) The Importance of Accurate Inventory NIM Systems and Their Functionality Data Modeling and Management Automation and Reconciliation Chapter 5: Fault Management (FM) Detecting and Isolating Network Faults FM Systems and Alerting Mecha...