Pattern Recognition And Machine Learning Guide

Machine Learning: An Algorithmic Perspective, Second Edition (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
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AI Systems Performance Engineering: Optimizing Model Training and Inference Workloads with GPUs, CUDA, and PyTorch
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Machine Learning Model Serving Patterns and Best Practices: A definitive guide to deploying, monitoring, and providing accessibility to ML models in production
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Fundamentals of Pattern Recognition and Machine Learning
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Why Machines Learn: The Elegant Math Behind Modern AI
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Fundamentals of Pattern Recognition and Machine Learning
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Pattern Recognition and Machine Learning (Information Science and Statistics)
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Pattern Recognition and Machine Learning (Information Science and Statistics)
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
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This is the first textbook on pattern recognition to present the bayesian viewpoint
This is the first textbook on pattern recognition to present the bayesian viewpoint