What topics are covered in 'Deep Learning with TensorFlow and Keras'?

This book comprehensively covers various essential topics including supervised, unsupervised, and reinforcement learning. It delves into practical applications of TensorFlow and Keras, offering insights on how to build and deploy different models effectively. The book also discusses neural network architectures, training techniques, and best practices, making it a vital resource for both beginners and experienced practitioners looking to enhance their skills in deep learning.

Who is the target audience for this book?

The book is ideally suited for data scientists, machine learning engineers, and software developers who are looking to integrate deep learning techniques into their projects. Whether you are a beginner wanting to learn the basics or an advanced user aiming to refine your skills, this edition provides clear explanations, step-by-step guidance, and practical examples that cater to a wide range of learners.

How does this edition differ from earlier editions?

The 3rd edition of 'Deep Learning with TensorFlow and Keras' incorporates the latest advancements in deep learning technology and updates to TensorFlow and Keras libraries. It offers improved examples, additional case studies, and refinements in explanation that tackle common pitfalls faced by learners. By staying current with industry trends, this edition ensures that readers are equipped with the most up-to-date practices in deep learning.

Is prior knowledge of machine learning required to understand this book?

While a foundational understanding of machine learning concepts can be helpful, it is not strictly necessary. The book starts with the basics and gradually builds up complexity, making it accessible to newcomers. With practical examples and clear explanations, readers can comfortably follow along and gradually develop a deeper understanding of deep learning mechanisms and models.

Can this book help in real-world projects?

Absolutely! 'Deep Learning with TensorFlow and Keras' is designed to bridge the gap between theory and practical implementation. With detailed guides on deploying models and real-world examples, readers can apply what they've learned directly to projects such as image recognition, natural language processing, and AI-driven applications, thereby gaining hands-on experience that enhances their career opportunities.

Are there any supplementary materials available with the book?

Yes! Along with the book, readers often have access to supplementary materials such as code samples, datasets for practice, and additional resources online. These materials enhance the learning experience, allowing readers to experiment with models and deepen their understanding of the principles covered in the text, which is essential for mastering deep learning techniques.

What programming knowledge is needed to use this book effectively?

A basic understanding of Python programming is essential to utilize the book effectively. Since TensorFlow and Keras are Python libraries, familiarity with Python syntax, functions, and data structures will help greatly. The book also explains how to set up your development environment, making it easier for those who are newer to programming to follow along with the examples and exercises.

How do I implement a model after following the guidelines in this book?

After studying the book, you will have the foundational knowledge to create, train, and deploy your own models. The book provides step-by-step instructions that guide you from data preprocessing to training your model and validating its performance. You'll be able to apply what you've learned by developing your own projects, ranging from simple linear regression to complex convolutional neural networks.

Where can I buy 'Deep Learning with TensorFlow and Keras' in UAE?

You can purchase 'Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition' from Ubuy. Ubuy is a reliable e-commerce platform that offers a variety of books and resources. Simply visit their website, search for the book title, and browse through the available options to enhance your learning experience.

كيف تتسوق Deep Learning with TensorFlow and Keras: Build and عبر الانترنت من يوباى?

من السهل التسوق في Deep Learning with TensorFlow and Keras: Build and عبر الإنترنت من يوباي. كل ما عليك فعله هو البحث عن المنتج واختيار طريقة الشحن الخاصة بك أثناء الدفع وسيتم توصيله الى عنوانك

هل Deep Learning with TensorFlow and Keras: Build and متوفر للتسوق عبر الإنترنت في UAE؟

نعم ، في يوباي UAE هذا المنتج متاح لك للتسوق بسعر مناسب. Deep Learning with TensorFlow and Keras: Build and غير متوفر محليًا ولكن يمكنك الوثوق بنا بخدماتنا للشحن السريع.

كم من الوقت يستغرق الحصول على المنتج بعد تقديم الطلب؟

يختلف وقت تسليم المنتج الذي طلبته حسب ما طلبته وطريقة الشحن التي اخترتها. يتم ذكر وقت التسليم المقدر أثناء عملية الدفع ، لذا كن مرتاحًا أثناء التسوق.

عرض الأصل

Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition

Deep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras.

منتج #: 71532216

Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition

85% من المشترين سيوصون بهذا المنتج لصديق

منتج #: 71532216

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Deep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras.

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Comprehensive Guide

This edition covers supervised, unsupervised, and reinforcement learning, providing a holistic understanding for beginners and experienced practitioners alike, enhancing skills in diverse AI applications.

Hands-On Projects

Engage in practical projects that reinforce learning, ensuring users gain real-world experience in building and deploying deep learning models using TensorFlow and Keras.

Updated Content

The third edition features the latest advancements in TensorFlow and Keras, ensuring that users are equipped with contemporary knowledge and tools to stay competitive in the rapidly evolving AI field.

تفاصيل المنتج

Learn deep learning and machine learning fundamentals with clear explanations and extensive code samples
Implement graph neural networks, transformers, and joint and contrastive learning using TensorFlow and Keras
Explore cutting-edge machine and deep learning techniques for cloud, mobile, and large production environments
Understand the latest TensorFlow 2.x features, intuitive APIs based on Keras, and flexible model building on any platform
Create and deploy neural networks with TensorFlow, covering popular algorithms such as CNNs, GANs, RNNs, NLP, and GNNs
Target audience includes Python developers and data scientists aiming to build machine learning and deep learning systems

Publisher	Packt Publishing
Publication date	October 6, 2022
Edition	3rd ed.
Language	English
Print length	698 pages
ISBN-10	1803232919
ISBN-13	978-1803232911
Item Weight	2.6 pounds (1.18 kg)
Dimensions	7.5 x 1.58 x 9.25 inches (19.1 x 4 x 23.5 cm)

من يجب أن يشتري؟

Aspiring Data Scientists
Ideal for beginners seeking to learn deep learning fundamentals using TensorFlow and Keras effectively.
Machine Learning Practitioners
Beneficial for professionals wanting to expand their knowledge in deep learning applications and model deployment.
Academic Researchers
Useful for academics looking to implement and experiment with various deep learning models in research projects.

Complete Beginners
Those with no programming or mathematical background might struggle to grasp advanced concepts quickly.

وصف المنتج

Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition

About This Item

Explore the fascinating world of deep learning with the comprehensive "Deep Learning with TensorFlow and Keras" 3rd Edition. Whether you're a beginner or an experienced practitioner, this book serves as an invaluable resource for building and deploying supervised, unsupervised, deep, and reinforcement learning models. This edition provides practical guidance, tutorials, and in-depth discussions on advanced techniques, making it a must-have for anyone delving into TensorFlow and Keras.

Elevate your understanding and mastery of deep learning models with this essential textbook.

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أسئلة العملاء & الإجابات

سؤال: كيف تتسوق Deep Learning with TensorFlow and Keras: Build and عبر الانترنت من يوباى?

إجابه: من السهل التسوق في Deep Learning with TensorFlow and Keras: Build and عبر الإنترنت من يوباي. كل ما عليك فعله هو البحث عن المنتج واختيار طريقة الشحن الخاصة بك أثناء الدفع وسيتم توصيله الى عنوانك
سؤال: هل Deep Learning with TensorFlow and Keras: Build and متوفر للتسوق عبر الإنترنت في UAE؟

إجابه: نعم ، في يوباي UAE هذا المنتج متاح لك للتسوق بسعر مناسب. Deep Learning with TensorFlow and Keras: Build and غير متوفر محليًا ولكن يمكنك الوثوق بنا بخدماتنا للشحن السريع.
سؤال: كم من الوقت يستغرق الحصول على المنتج بعد تقديم الطلب؟

إجابه: يختلف وقت تسليم المنتج الذي طلبته حسب ما طلبته وطريقة الشحن التي اخترتها. يتم ذكر وقت التسليم المقدر أثناء عملية الدفع ، لذا كن مرتاحًا أثناء التسوق.

Expert Systems Editorial Review

The "Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition" offers a comprehensive overview of machine learning methods but is marred by numerous typos throughout the content, specifically in equations and model results. The poor print quality of the book and its sheer weight make handling it cumbersome, prompting the suggestion to divide it into multiple volumes. Furthermore, the book assumes a pre-existing familiarity with neural networks, forgoing detailed explanations of concepts and resorting to complex glossaries without sufficient background information. However, the extensive code samples and examples are lauded as invaluable resources for learning deep learning systems, particularly for individuals new to the field. While the book's thorough coverage of machine and deep learning concepts is appreciated, the lack of detail and vague explanations have been critiqued. **

مراجعات العملاء وتقييماتهم

5.0

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5 نجمة

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4 نجمة

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1 نجمة

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إيجابيات

Offers a wide array of machine learning methods
Extensive code samples and examples
Thorough coverage of machine and deep learning concepts
A valuable resource for individuals new to the field

سلبيات

Littered with typos, particularly in equations and model results

تاريخ سعر المنتج

معلومات مهمة

القيود: بالنسبة للمنتجات التي يتم شحنها دولياً، يُرجى ملاحظة أن أي ضمان من الشركة المصنعة قد لا يكون صالحاً؛ قد لا تتوفر خيارات خدمة الشركة المصنعة؛ قد لا تكون أدلة المنتج والتعليمات وتحذيرات السلامة مكتوبة بلغة بلد المقصد؛ قد لا يتم تصميم المنتجات (والمواد المصاحبة لها) وفقاً لمعايير بلد الوجهة والمواصفات ومتطلبات الملصقات؛ وقد لا تتوافق المنتجات مع الجهد الكهربي المستخدم في بلد الوجهة والمعايير الكهربائية الأخرى (تتطلب استخدام محوّل كهربي أو جهاز تحويل إذا كان ذلك مناسباً). المستلم مسؤول عن ضمان إمكانية استيراد المنتج بشكل قانوني إلى بلد الوجهة. عند الطلب من يوباي أو الشركات التابعة لها، يكون المستلم هو المستورد المسجل ويجب أن يلتزم بجميع القوانين واللوائح الخاصة ببلد الوجهة.
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معاملة آمنة

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المميزات والفوائد

Learn neural networks and deep learning techniques
Practical examples for the cloud, mobile, and large production environments
Uses latest TF 2.0 features and libraries
Covers GNNs, transformers, CNNs, RNNs and NLP
Suitable for Python developers and data scientists
No prior TF knowledge required

ضمان Ubuy

تسوّق بثقة مع منتجات أصلية %100، ومدفوعات آمنة متوافقة مع معيار PCI DSS، وحماية بيانات معتمدة وفق ISO 27001، وشحن دولي سريع، وإرجاع مجاني^*، وتغليف آمن لكل طلب.

Deep Learning with TensorFlow and Keras: Build and deploy supervised, unsupervised, deep, and reinforcement learning models, 3rd Edition

AED 233

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شحن سريع

استرجاع مجاني*

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About This Item

أسئلة العملاء & الإجابات

Expert Systems Editorial Review

مراجعات العملاء وتقييماتهم

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إيجابيات

سلبيات

تاريخ سعر المنتج

معلومات مهمة

AED 233

المميزات والفوائد

ضمان Ubuy

شحن
سريع

استرجاع
مجاني^*