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  • Federated Learning

    Series series Synthesis Lectures on Artificial Intelligence and Machine Learning
    This book shows how federated machine learning allows multiple data owners to collaboratively train and use a shared prediction model while keeping all the local training data private. Traditional machine learning approaches need to combine all data at one location, typically a data center, which may very well violate the laws on user privacy and data confidentiality. Today, many parts of the ... Read more

    $57.99 USD