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Data-Driven Education: Using AI Analytics to Improve Student Success

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                                                                                                                                                                      Data-Driven Education: Using AI Analytics to Improve Student Success. Have you ever thought about how much better it would be if we could treat an illness before its symptoms even appear? The concept of  Data-Driven Education  is quite similar. It focuses on  prediction  and  prevention  regarding students' academic success. Today, we will talk about  Artificial Intelligence (AI) An...
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AI-Powered Hardware: GPUs, TPUs, and Neuromorphic

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AI-Powered Hardware: GPUs, TPUs, and Neuromorphic Chips   Specialized Hardware Accelerating AI. The Need for Specialized Hardware Modern artificial intelligence (AI) systems require powerful hardware to function efficiently. While traditional  CPUs (Central Processing Units)  handle general computing tasks, complex AI models—especially in  deep learning —demand more specialized and high-performance hardware solutions like  GPUs, TPUs, and neuromorphic chips . GPUs: The Backbone of AI Training NVIDIA GPUs  have revolutionized AI research and deep learning. Graphics Processing Units (GPUs) excel in  parallel computing , making them ideal for training large-scale AI models quickly. High-performance GPUs like  NVIDIA’s A100 and H100  are widely used in AI research labs and data centers. TPUs: Google’s AI Accelerators Google’s TPUs (Tensor Processing Units)  are custom-built for AI and machine learning workloads. These chips are optimize...
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