Top 10 Best Probabilistic Machine Learning

Probabilistic Machine Learning: An Introduction (Adaptive Computation and Machine Learning series)

Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

Probabilistic Machine Learning for Civil Engineers (The MIT Press)

Probabilistic Deep Learning: With Python, Keras and TensorFlow Probability

Machine Learning: A Bayesian and Optimization Perspective

Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)

Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Addison-Wesley Data & Analytics)

Data Science on AWS: Implementing End-to-End, Continuous AI and Machine Learning Pipelines

Pattern Recognition and Machine Learning (Information Science and Statistics)

Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)