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Best machine learning - April 2025

Last Updated - 2025/04/02

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The MIT Press

Probabilistic Machine Learning: Advanced Topics

The MIT Press

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The MIT Press

Probabilistic Machine Learning: An Introduction

The MIT Press

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3

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O'Reilly Media

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

O'Reilly Media

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- Use scikit-learn to track an example ML project end to end
- Use TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learning
- Explore several models, including support vector machines, decision trees, random forests, and ensemble methods
- Exploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detection
- Dive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, autoencoders, diffusion models, and transformers
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Cambridge University Press

Mathematics for Machine Learning

Cambridge University Press

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5

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O'Reilly Media

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

O'Reilly Media

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Best machine learning - April 2025

Probabilistic Machine Learning: Advanced Topics

Probabilistic Machine Learning: An Introduction

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Mathematics for Machine Learning

Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

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