Engineering > SOLUTIONS MANUAL > Solution Manual for Probabilistic Machine Learning An Introduction 1st Edition By Kevin P. Murphy (All)

Solution Manual for Probabilistic Machine Learning An Introduction 1st Edition By Kevin P. Murphy

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Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning... . In addition, the new book is accompanied by online Python code, using libraries such as scikit-learn, JAX, PyTorch, and Tensorflow, which can be used to reproduce nearly all the figures; this code can be run inside a web browser using cloud-based notebooks, and provides a practical complement to the theoretical topics discussed in the book. This introductory text will be followed by a sequel that covers more advanced topics, taking the same probabilistic approach. [Show More]

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