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Source channel @githubtrending · Post #15267 · Nov 4

#jupyter_notebook#deep_learning#pytorch You can learn PyTorch effectively in 20 days with a friendly, well-structured guide designed for those who already know some machine learning basics and have used Keras, TensorFlow, or PyTorch before. The book breaks down PyTorch concepts from easy to hard, with clear examples and practical code you can use right away. It includes a daily plan requiring 30 minutes to 2 hours, covering modeling, core concepts, APIs, and even advanced topics like GPU training and recommendation systems. This approach makes mastering PyTorch easier and faster, helping you build strong skills for deep learning projects and real applications. https://github.com/lyhue1991/eat_pytorch_in_20_days

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AI & Law

@ai_and_law · Post #178 · 12/01/2023, 08:04 AM

US: FTC Empowered in AI Oversight Move Hello, everybody! In a unanimous vote, the US Federal Trade Commission (FTC) has granted itself authority to demand documents in investigations of products and services claiming AI use. The decision allows the issuance of civil investigative demands (CIDs) during probes into corporate AI activities, streamlining the investigative process. This power, effective for a decade, aims to expedite investigations amid the growing role of AI in trade regulation cases. The FTC highlights the potential for AI to be misused for fraud, deception, privacy infringements, and unfair practices, necessitating robust oversight. As part of its heightened interest in AI, the FTC has initiated the "FTC Voice Cloning Challenge" to combat voice deepfakes. With a $25,000 prize for winning ideas, the challenge seeks multidisciplinary approaches to detect AI-generated audio. This move reflects the FTC's commitment to addressing the abuse of AI algorithms that mimic voices for fraudulent activities, such as unauthorized access to sensitive information or extortion scams. The challenge aims to encourage innovation while warning of potential regulatory actions if effective solutions don't emerge. #AIandLaw#FTC#AIOversight#VoiceCloningChallenge