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

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

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Mar 13, 2017 · Engelska · Kindle (921 sidor)
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Bokdetaljer

Format Kindle
Sidor 921
Språk Engelska
Publicerad Mar 13, 2017
Förlag O'Reilly Media
ISBN-10 1491962259
ISBN-13 9781491962251

Beskrivning

This work explores the exciting intersection of machine learning and deep learning, leveraging powerful tools like Scikit-Learn and TensorFlow. The author guides readers through the essential concepts and practical techniques required to develop intelligent systems that can learn from data. By providing a hands-on approach, the content engages readers in building and fine-tuning their own models, making complex theories accessible and applicable.

As readers advance, they encounter a wealth of practical examples and case studies that illustrate the transformative potential of machine learning. This book serves as a comprehensive resource for both beginners and experienced practitioners looking to deepen their understanding and enhance their skills in this rapidly evolving field. Whether delving into supervised methods, unsupervised techniques, or the intricacies of neural networks, readers are equipped with the knowledge needed to tackle real-world challenges.

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Vetenskap & Teknik

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