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119848985
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
88% of respondents would recommend this to a friend
Nº de artículo:
119848985
NIO 3411
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What Stands Out
Comprehensive Coverage
This book provides an in-depth exploration of hands-on techniques in machine learning using Scikit-Learn, Keras, and TensorFlow, catering to beginners and intermediate learners alike.
Practical Examples
With practical examples and real-world applications, readers can apply theoretical concepts effectively, ensuring a better understanding of machine learning models and algorithms.
Updated Content
The 2nd edition includes the latest advancements and best practices in deep learning, ensuring readers learn up-to-date methodologies that are relevant in today’s tech landscape.
Detalles de producto
| ISBN | 9781098125974 |
| Subject Area | Computers |
| Publication Name | Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow : Concepts, Tools, and Techniques to Build Intelligent Systems |
| Publisher | O'reilly Media, Incorporated |
| Item Length | 9.1 in (23.11 cm) |
| Subject | Intelligence (Ai) & Semantics, Natural Language Processing, Neural Networks, Data Processing, Programming Languages / Python, Computer Vision & Pattern Recognition |
| Publication Year | 2022 |
| Type | Textbook |
| Format | Trade Paperback |
| Language | English |
| Item Height | 1.8 in (4.57 cm) |
| Author | Auru00e9lien Gu00e9ron |
| Item Weight | 51 Oz (1445.85 grams) |
| Item Width | 7.6 in (19.3 cm) |
| Number of Pages | 861 Pages |
Who Should Buy?
-
Beginner Data Scientists
Perfect for those new to machine learning, providing clear explanations and hands-on coding examples.
-
Intermediate Practitioners
Ideal for those with basic knowledge looking to deepen their understanding and apply techniques effectively.
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Educators and Instructors
Useful as a teaching resource, concise in explaining concepts while offering practical exercises for students.
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Advanced Researchers
Not suitable for experts seeking cutting-edge techniques; lacks depth in intricate theoretical foundations.
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Preguntas y respuestas de los clientes
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Pregunta:
Do I need prior experience in machine learning to use this book?
Respuesta: No, this book is designed for programmers with little to no experience in machine learning. -
Pregunta:
What kind of tools will I learn to use?
Respuesta: You will learn to use simple, efficient tools for implementing deep learning algorithms. -
Pregunta:
Will this book help me apply deep learning in real-world scenarios?
Respuesta: Yes, the book provides practical examples and applications to help you implement deep learning in real-world projects.
Revisión editorial
Hands-On Machine Learning With Scikit-Learn, Keras, And TensorFlow, 2nd Edition is a comprehensive textbook authored by Aurélien Géron, published by O'Reilly Media in 2022. This edition spans 861 pages and covers essential topics in artificial intelligence, including natural language processing and neural networks, making it an invaluable resource for building intelligent systems. The book’s format as a trade paperback makes it accessible, and its structured approach integrates practical exercises that enhance learning. Such features have garnered high praise from readers who appreciate its clarity and depth, making complex concepts easy to grasp.
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ventajas
- Comprehensive coverage of machine learning topics
- Practical exercises enhance understanding
- Clear and structured explanations
- Great resource for both beginners and experts
- Well-regarded author enhances credibility
Contras
- A bit hefty for casual reading due to page count
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características y beneficios
- Unlock the power of deep learning with simple tools.
- No prior knowledge required to get started.
- Learn to implement data-learning programs effectively.
- Access practical insights and methodologies.
- Stay ahead in the rapidly evolving AI landscape.
- Empower your programming skills with deep learning techniques.
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