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

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

    55,00 €52,25 €

  • Unity Artificial Intelligence Programming
    Aversa, Davide / Escritor
    Learn and implement game AI in Unity to build smart environments and enemies with A* pathfinding, finite state machines, behavior trees, and the NavMeshKey FeaturesExplore the latest Unity features to make AI implementation in your game easierBuild richer and more dynamic games using AI concepts such as behavior trees and navigation meshesImplement character behaviors and simul...
    Consulte disponibilidad

    68,22 €64,81 €

  • Deep Learning with Python, Second Edition
    Chollet, Francois / Escritor
    La primera edición de Deep Learning con Python es uno de los mejores libros sobre el tema. La segunda edición lo hizo aún mejor". - Todd Cook ¡El bestseller revisado! Deep Learning with Python, Second Edition es una introducción completa al campo del aprendizaje profundo utilizando Python y la poderosa biblioteca Keras. Escrito por el investigador de Google AI Francois Chollet,...
    Consulte disponibilidad

    90,47 €85,95 €

  • Deep Generative Modeling
    Tomczak, Jakub M. / Escritor
    This textbook tackles the problem of formulating AI systems by combining probabilistic modeling and deep learning. Moreover, it goes beyond typical predictive modeling and brings together supervised learning and unsupervised learning. The resulting paradigm, called deep generative modeling, utilizes the generative perspective on perceiving the surrounding world.It assumes that ...
    Consulte disponibilidad

    141,96 €134,86 €

  • Quantum Boost: Usando la Computación Cuántica para Potenciar Su Negocio
    Lenahan, Brian Thomas / Escritor
    Mi objetivo al escribir este libro es hacer que la computación cuántica sea más accesible para usted, la persona de negocios, independientemente de su nivel. Como gerente de una gran institución financiera, siempre estaba buscando formas de automatizar funciones. Como ejecutivo, presioné por inversiones en tecnología que permitieran automatizar las actividades repetitivas, de m...
    Consulte disponibilidad

    45,40 €43,13 €

  • Coding Activity Book
    Jacoby, Jenny / Escritor
    Future coders will love the mix of non-fiction and activities in this educational book full of BIG ideas. Fun games and puzzles teach boys and girls about code, programming, loops, conditionals, spotting patterns and solving problems. Start a lifelong passion for STEM subjects. ...
    Consulte disponibilidad

    13,26 €12,60 €

Otros libros del autor