Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
-5%

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Concepts, Tools, and Techniques to Build Intelligent Systems / Fecha publ. prevista: octubre 2022

Geron, Aurelien / Escritor

120,63 €
114,60 €
IVA incluido
Editorial:
O'Reilly Media
Año de edición:
2022
Materia
Informática
ISBN:
978-1-0981-2597-4
Páginas:
850
Idioma:
Inglés
Encuadernación:
Rústica
120,63 €
114,60 €
IVA incluido
Añadir a favoritos

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.

With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started.

Use scikit-learn to track an example machine learning project end to endExplore several models, including support vector machines, decision trees, random forests, and ensemble methodsExploit unsupervised learning techniques such as dimensionality reduction, clustering, and anomaly detectionDive into neural net architectures, including convolutional nets, recurrent nets, generative adversarial networks, and transformersUse TensorFlow and Keras to build and train neural nets for computer vision, natural language processing, generative models, and deep reinforcement learningTrain neural nets using multiple GPUs and deploy them at scale using Google's Vertex AI

Artículos relacionados

  • Patrones de diseño en JAVA
    Debrauwer, Laurent / Escritor
    UNEDIngeniería en Tecnología de la Información2º Curso / Tecto Básico ...
    En stock

    38,00 €36,10 €

  • Curso de JavaScript
    De Caso Parra, Astor / Escritor
    En stock

    29,95 €28,45 €

  • Claroscuro con V-Ray
    Sannino, Ciro / Escritor
    En stock

    97,81 €92,92 €

  • OPC (con CD-Rom)
    Iwanitz, Frank / Escritor
    En stock

    55,00 €52,25 €

  • Python Crash Course, 3ed.
    Matthes, Eric / Escritor
    Since its initial debut in 2015, this critically acclaimed quick-start guide to programming has taught millions of people all over the world to write clean code, solve problems, and build custom applications in the popular language of Python. The highly anticipated third edition of Python Crash Course has been completely revised with updated code, practices, and projects-making...
    Consulte disponibilidad

    81,05 €77,00 €

  • Chip War
    Miller, Chris / Escritor
    *Shortlisted for the Financial Times Business Book of the Year award* 'A nonfiction thriller' New York Times Chip War reveals how we can't make sense of politics, economics or technology today without first understanding the central role played by computer chips in shaping the modern world. But the West's lead in this area is under threat. At stake is America's military superio...
    Consulte disponibilidad

    28,26 €26,85 €

Otros libros del autor