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Best machine learning - February 2025

Last Updated - 2025/02/22

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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

CA$96.99

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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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4

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Our rankings are cleverly generated from the algorithmic analysis of thousands of customer reviews about products, brands, merchant’s customer service level, popularity, trends and more. The rankings reflect our opinion and should be a good starting point for shopping.

O'Reilly Media

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

O'Reilly Media

CA$82.99

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5

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Our rankings are cleverly generated from the algorithmic analysis of thousands of customer reviews about products, brands, merchant’s customer service level, popularity, trends and more. The rankings reflect our opinion and should be a good starting point for shopping.

O'Reilly Media

Hands-On Large Language Models: Language Understanding and Generation

O'Reilly Media

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Best machine learning - February 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

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

Hands-On Large Language Models: Language Understanding and Generation

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