What topics are covered in 'Practical Deep Learning for Cloud, Mobile, and Edge'?

This book explores a wide array of topics including foundational concepts in deep learning, hands-on projects that utilize artificial intelligence and computer vision, and practical implementations using popular frameworks such as Python, Keras, and TensorFlow. It emphasizes real-world applications across devices like mobile and edge computing, offering readers a comprehensive guide to deploying deep learning solutions in various environments.

Who is the target audience for this book?

The target audience includes software developers, data scientists, and AI enthusiasts looking to deepen their understanding of deep learning. It is suitable for both beginners and intermediate users who want to apply their knowledge to practical projects. Scenarios such as building AI applications for mobile platforms or edge devices make it an invaluable resource for professionals seeking to innovate in the tech industry.

What programming languages and tools are featured in this book?

The primary programming language featured in this book is Python. It discusses tools and libraries such as Keras and TensorFlow, which are essential for building and training deep learning models. By leveraging these technologies, readers can effectively implement machine learning algorithms in cloud, mobile, and edge computing contexts, addressing modern challenges in AI development.

Are there hands-on projects included in the book?

Yes, 'Practical Deep Learning for Cloud, Mobile, and Edge' includes several hands-on projects. Each project is designed to help readers apply theoretical concepts in practical scenarios, such as creating a computer vision application or deploying a model to a mobile platform. These projects not only reinforce learning but also demonstrate how to tackle real-world problems using AI.

What level of experience do I need to start reading this book?

While the book is accessible to beginners, a basic understanding of programming in Python and some familiarity with machine learning concepts will enhance the learning experience. Readers with a background in software development or data analysis will find it easier to grasp advanced topics and project implementations detailed within the chapters.

Is this book suitable for learning about cloud-based AI applications?

Absolutely. The book contains specific sections dedicated to cloud-based AI applications, demonstrating how to deploy models efficiently in cloud environments. This knowledge is crucial for anyone looking to leverage cloud computing capabilities for scalability in AI projects, making it particularly beneficial for businesses and tech professionals.

How does this book address computer vision?

Computer vision is a major focus of this book, with various projects designed to illustrate real applications of the technology. It covers techniques for image processing, object detection, and recognition tasks, providing a thorough understanding of how to develop effective computer vision solutions using Keras and TensorFlow, which are vital in industries such as healthcare, automotive, and retail.

What are some real-world applications of the projects in this book?

The projects span a range of real-world applications, including facial recognition systems, image classification for mobile applications, and real-time video analysis for security systems. By engaging in these projects, readers will learn to solve problems that require deep learning, ultimately preparing them for careers in sectors like technology, finance, and manufacturing.

Can this book help integrate AI with edge computing?

Yes, the book provides insights into integrating AI with edge computing, discussing how to optimize models for performance and efficiency in environments with limited resources. This is particularly useful for developing applications for IoT devices, allowing for smarter and more responsive technology solutions that operate closer to the source of data generation.

Ubuy-аас Practical Deep Learning for Cloud, Mobile, and Edge: хэрхэн онлайн худалдаа хийх вэ?

Ubuy-аас Practical Deep Learning for Cloud, Mobile, and Edge: онлайнаар худалдан авалт хийхэд хялбар.. Та бараагаа хайж олоход л, бараагаа шалгахдаа тээвэрлэх аргаа сонгоод, байгаа газартаа хүргүүлээд аваарай.

Practical Deep Learning for Cloud, Mobile, and Edge: онлайн дэлгүүрээс Mongolia дээр худалдаа хийх боломжтой юу?

Тийм ээ, Ubuy Mongolia дээр энэ бүтээгдэхүүнийг боломжийн үнээр худалдан авах боломжтой.. Practical Deep Learning for Cloud, Mobile, and Edge: нь орон нутагт байхгүй ч та манай буухиа тээврийн үйлчилгээгээр бидэнд итгэж болно.

Захиалга өгсний дараа бүтээгдэхүүн авахад хэр хугацаа шаардагдах вэ?

Таны захиалсан барааг хүргэх хугацаа нь таны захиалсан зүйл болон таны сонгосон хүргэлтийн аргаас хамаарч өөр өөр байна.. Хүргэлтийн тооцоолсон хугацааг тооцоо хийх явцад дурдсан байдаг тул худалдан авалт хийхдээ анхаарал болгоомжгүй байгаарай.

Эх хувийг харах

Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI & Computer-Vision Projects Using Python, Keras & TensorFlow

If your goal is to build something creative, useful, scalable, or just plain cool, this book is for you.

зүйлийн дугаар: 16923144

Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI & Computer-Vision Projects Using Python, Keras & TensorFlow

Q: Where can I buy 'Practical Deep Learning for Cloud, Mobile, and Edge' in Mongolia?

You can purchase 'Practical Deep Learning for Cloud, Mobile, and Edge' on Ubuy, a reliable e-commerce platform that offers a variety of products including books and educational resources. Ubuy provides a seamless shopping experience, making it easy for you to find and order the book directly online.

90% of respondents would recommend this to a friend

зүйлийн дугаар: 16923144

MNT 236014

Price Details

Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )

^{*All items will import from АНУ}

Тоо ширхэг : Нөөцөд байна

USA дэлгүүрээс импортолсон

QTY:

Яг одоо захиалаад ойрын хугацаанд хүлээн аваарай Мягмар гараг, 10 дугаар сар 13

Secured transaction

Our Top Logistics Partners

If your goal is to build something creative, useful, scalable, or just plain cool, this book is for you.

U-Care баталгаа:

Байхгүй

Төлөвлөгөө сонгох

Fast
Shipping

Free
Return^*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

Note: Step Down Voltage Transformer required for using electronics products of АНУ store (110-120). Recommended power converters Одоо худалдаж авах.

What Stands Out

Hands-On Projects

Engage with real-world AI and computer vision projects, enhancing your practical skills and understanding of deep learning applications across various platforms including cloud, mobile, and edge devices.

Framework Variety

Utilize popular frameworks like Python, Keras, and TensorFlow, ensuring that learners can adapt lessons to different contexts and keep pace with industry standards in AI development.

Comprehensive Coverage

Explore a broad spectrum of deep learning topics tailored for practical applications, empowering readers to build robust AI solutions that address specific user challenges effectively.

Бүтээгдэхүүний дэлгэрэнгүй мэдээлэл

Teaches how to build practical deep learning applications for cloud, mobile, browsers, and edge devices using Python, Keras & TensorFlow
Authors guide through transforming an idea into real-world usable applications
Covers training, tuning, and deploying computer vision models with Keras, TensorFlow, Core ML, and TensorFlow Lite
Explores a variety of AI development projects for devices like Raspberry Pi, Jetson Nano, and Google Coral
Offers practical tips for maximizing model accuracy, speed, debugging, and scaling to millions of users
Features content contributed by industry experts and veterans

Publisher	O'Reilly Media
Publication date	November 26, 2019
Edition	1st
Language	English
Print length	620 pages
ISBN-10	149203486X
ISBN-13	978-1492034865
Item Weight	2.2 pounds (1 kg)
Dimensions	7 x 1.25 x 9 inches (17.8 x 3.2 x 22.9 cm)

Who Should Buy?

Aspiring Data Scientists
Ideal for those wanting hands-on projects to apply machine learning concepts practically using Python and TensorFlow.
AI Developers
Perfect for developers looking to implement deep learning solutions in cloud, mobile, and edge computing scenarios.
Students in AI
Beneficial for students seeking practical applications of theoretical AI knowledge in real-world scenarios.

Beginners in Programming
Not suitable for users without a programming background, as it requires basic knowledge of Python.

БАРААНЫ ТАЙЛБАР

Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI & Computer-Vision Projects Using Python, Keras & TensorFlow

Асуулга байна уу? Бидэнтэй чатлаарай

Хэрэглэгчийн асуулт, хариулт

Асуулт: Ubuy-аас Practical Deep Learning for Cloud, Mobile, and Edge: хэрхэн онлайн худалдаа хийх вэ?

Хариулт: Ubuy-аас Practical Deep Learning for Cloud, Mobile, and Edge: онлайнаар худалдан авалт хийхэд хялбар.. Та бараагаа хайж олоход л, бараагаа шалгахдаа тээвэрлэх аргаа сонгоод, байгаа газартаа хүргүүлээд аваарай.
Асуулт: Practical Deep Learning for Cloud, Mobile, and Edge: онлайн дэлгүүрээс Mongolia дээр худалдаа хийх боломжтой юу?

Хариулт: Тийм ээ, Ubuy Mongolia дээр энэ бүтээгдэхүүнийг боломжийн үнээр худалдан авах боломжтой.. Practical Deep Learning for Cloud, Mobile, and Edge: нь орон нутагт байхгүй ч та манай буухиа тээврийн үйлчилгээгээр бидэнд итгэж болно.
Асуулт: Захиалга өгсний дараа бүтээгдэхүүн авахад хэр хугацаа шаардагдах вэ?

Хариулт: Таны захиалсан барааг хүргэх хугацаа нь таны захиалсан зүйл болон таны сонгосон хүргэлтийн аргаас хамаарч өөр өөр байна.. Хүргэлтийн тооцоолсон хугацааг тооцоо хийх явцад дурдсан байдаг тул худалдан авалт хийхдээ анхаарал болгоомжгүй байгаарай.

Intelligence & Semantics Editorial Review

Practical Deep Learning for Cloud, Mobile, and Edge is a highly recommended book for AI practitioners. It provides practical knowledge and insights for building real-world AI and computer-vision projects. The book covers a wide range of topics, from theoretical concepts to the process of building and scaling practical applications. It also includes best practices, checklists, and case studies. The content is comprehensive, covering TensorFlow, Keras, CoreML, and cloud concepts for Google Cloud, AWS, and Azure. Overall, this book offers a different approach to AI than most online courses and is a valuable resource for both beginners and experienced professionals.

Customer Reviews & Ratings

5.0

1 Хэрэглэгчийн үнэлгээ

5 од

100%
4 од

0%
3 од

0%
2 од

0%
1 од

0%

Энэ бараанд шүүмж өгөх

Бусад хэрэглэгчидтэй санал бодлоо хуваалцана уу

Давуу тал

Practical knowledge and insights for building real-world AI and computer-vision projects
Covers a wide range of topics, including theoretical concepts, best practices, checklists, and case studies
Comprehensive coverage of TensorFlow, Keras, CoreML, and cloud concepts for major platforms
Suitable for both beginners and experienced professionals

Сул талууд

Outdated and lacking outside common knowledge

Product Price History

Чухал мэдээлэл

Хязгаарлалт : Олон улсын хүргэлтээр илгээгдсэн барааны тохиолдолд, үйлдвэрлэгчийн баталгаа хүчингүй байх, үйлдвэрлэгчийн үйлчилгээ хүргэх боломжгүй, барааны заавар, гарын авлага болон анхааруулга очих улсын хэлдээр биш байх магадлалтай гэдгийг анхаарна уу. Мөн бараа болон дагалдах хэрэгсэл нь тухайн улсын стандартыг мөрдөөгүй, чанарын заалт болон шошгын шаардлагыг хангаагүй байх магадлалтай бөгөөд, тухайн улсын цахилгааны вольтод тохирохгүй байж болзошгүй (тохирох адаптер болон хувиргагч шаардлагатай) юм. Хүлээн авагч нь барааг тухайн улс уруу хуулийн дагуу импортлогдохыг батлах ёстой. Ubuy болон түүний холбоот түншүүдээс худалдан авсан тохиолдолд худалдан авагч нь хүлээн авах улсын бүх хууль болон заалтуудыг мөрдөх ёстой.
Ubuy нь дэлхий даяар хэрэглэгддэг хайлтын хэрэгсэл учраас Ubuy дээр байгаа бараа бүр зарагдана гэсэн үг биш. Бараанууд нь экспорт болон худалдааны журмыг дагаж мөрдөх ёстой.

MNT 236014

Яг одоо захиалаад ойрын хугацаанд хүлээн аваарай Мягмар гараг, 10 дугаар сар 13

QTY:

Secured transaction

PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.

Our Top Logistics Partners

Fastest cross-border delivery

Онцлог & Давуу талууд

Step-by-step guide for building practical deep learning applications.
Train, tune, and deploy computer vision models.
Develop AI for a range of devices including Raspberry Pi, Jetson Nano, and Google Coral.
Explore fun projects and 40+ industry case studies.
Learn transfer learning to train models in minutes.
Discover practical tips for maximizing model accuracy, debugging, and scaling.

Ubuy Assurance

Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns ^*, and secure packaging on every order.

Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI & Computer-Vision Projects Using Python, Keras & TensorFlow

MNT 236014

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Бүтээгдэхүүний дэлгэрэнгүй мэдээлэл

Who Should Buy?

БАРААНЫ ТАЙЛБАР

Хэрэглэгчийн асуулт, хариулт

Intelligence & Semantics Editorial Review

Customer Reviews & Ratings

Энэ бараанд шүүмж өгөх

Давуу тал

Сул талууд

Product Price History

Чухал мэдээлэл

MNT 236014

Онцлог & Давуу талууд

Ubuy Assurance

Fast
Shipping

Free
Return^*