Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python
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Probabilistic Numerics: Computation as Machine Learning
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Probabilistic Deep Learning: With Python, Keras and Tensorflow Probability
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Hands-On Markov Models with Python – Implement probabilistic models for complex data sequences
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The Probabilistic Foundations of Rational Learning
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Probabilistic Machine Learning in Practice: Construct Robust AI Agents with Deterministic Guardrails for Real-World Deployment
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Probabilistic & Statistical Learning How Machines Think When They Are Not Sure: A first-principles, dialogue-driven guide for all ages: 4 (Deep Roots: ... that teaches not just how models work)
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Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning)
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XVA Analysis: Probabilistic, Risk Measure, and Machine Learning Issues (Chapman and Hall/CRC Financial Mathematics Series)
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Hardware-Aware Probabilistic Machine Learning Models: Learning, Inference and Use Cases
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Robust AI Agents with Probabilistic Models: Practical Guide for Building Trustworthy, Adaptive Machine Learning Solutions: 3 (The Robust Agent Series)
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Probabilistic Optimisation Of Composite Structures: Machine Learning For Design Optimisation: 15 (Computational and Experimental Methods in Structures)
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Probabilistic & Statistical Learning How Machines Think When They Are Not Sure: A first-principles, dialogue-driven guide for all ages (Deep Roots: ... that teaches not just how models work)
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Probabilistic Graphical Models - Principles and Techniques (Adaptive Computation and Machine Learning series)
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Probabilistic Machine Learning with Python: Bayesian Inference, Uncertainty Quantification, and Predictive Modeling with PyMC, Stan, and Scikit-Learn
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Pattern Recognition and Machine Learning
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Probabilistic Machine Learning in Sustainable AI: A Practical Approach
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Pattern Recognition and Machine Learning
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Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition (Synthesis Lectures on Artificial Intelligence and Machine Learning)
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Gaussian Processes for Machine Learning
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Probabilistic AI with Bayesian Networks: Design Smarter Models for Machine Learning and Decision Making
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Oxford University Press Probabilistic Graphical Models for Genetics, Genomics, and Oxford University Press Multicolor
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Bayesian Machine Learning for Quant Finance: Probabilistic Models for Forecasting, Regime Analysis, and Financial Risk
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Data Mining and Machine Learning : Fundamental Concepts and Algorithms
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Solar Power Forecasting : Using Time Series and Machine Learning
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Probabilistic Data-Driven Modeling
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Machine Learning and the City : Applications in Architecture and Urban Design
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Probability and Statistics for Machine Learning : A Textbook
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Grokking Machine Learning, Second Edition
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Solar Power Forecasting : Using Time Series and Machine Learning
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