What topics are covered in Practical Machine Learning and Image Processing?

This book delves into essential topics like facial recognition, object detection, and pattern recognition using Python. It provides an in-depth understanding of machine learning algorithms and their applications in image processing. By leveraging frameworks such as TensorFlow and OpenCV, readers can grasp how to implement these concepts in practical scenarios. For instance, you’ll learn to develop projects that utilize real-time object detection, making it a great resource for both students and industry professionals.

Who is the target audience for this book?

Practical Machine Learning and Image Processing is aimed at both beginners and intermediate learners interested in enhancing their skills in machine learning and computer vision. It caters to students in engineering or computer science fields, professionals looking to transition into data science, and hobbyists who want to explore the potential of image processing. The approach balances theory and hands-on projects, making it suitable for anyone from academic researchers to tech enthusiasts.

What programming language is primarily used in this book?

Python is the primary programming language utilized in Practical Machine Learning and Image Processing. It is widely favored for its simplicity and extensive libraries like NumPy, Pandas, and Matplotlib, which facilitate data manipulation and visualization. Readers will learn how to harness these libraries along with machine learning frameworks, empowering them to create robust applications in facial and object recognition. This makes it an ideal choice for those wanting to apply coding skills to practical data science problems.

Are there hands-on projects included?

Yes, the book features several hands-on projects that allow readers to apply the concepts learned in a practical manner. Each project guides you through the steps required to create functional applications for facial recognition, object detection, and more. For example, you might build a real-time face detection system using OpenCV, which illustrates how to integrate theory with practical skills. This experiential learning is valuable for solidifying knowledge and enhancing problem-solving abilities.

What prior knowledge do I need before reading this book?

While this book is suitable for beginners, some familiarity with basic programming concepts in Python will be beneficial. Understanding foundational principles of machine learning and linear algebra is also recommended for a smoother learning experience. This background can help readers grasp the more complex topics addressed in the book, allowing them to build a stronger foundation in machine learning techniques used in image processing.

Can I use this book for academic purposes?

Absolutely! Practical Machine Learning and Image Processing is an excellent resource for academic settings. It’s well-suited for university courses in computer science, data science, and artificial intelligence. Additionally, its comprehensive coverage of machine learning techniques will assist students with projects, assignments, and research, providing them the essential tools to explore cutting-edge technologies. The practical examples make it an engaging teaching tool as well.

What differentiates this book from others in the field?

This book combines theory and practical applications in a unique way, focusing specifically on image processing through machine learning techniques. While many resources touch on either subject, the blend provided here—using Python implementations for real-world applications like facial recognition—is relatively rare. It caters to the growing demand for professionals skilled in both machine learning and image processing, thus making it a valuable addition to any tech-savvy library.

Is there any online support or community for readers?

Yes, many readers join online forums and communities related to machine learning and Python, such as Stack Overflow or specific subreddits. These platforms allow them to seek help, discuss concepts, and share projects inspired by the book. Engaging with these communities can enhance your learning experience, as you will find additional resources, tutorials, and even collaboration opportunities. This social aspect makes mastering machine learning and image processing more interactive and fun.

How can this book help me advance my career?

By mastering the techniques showcased in Practical Machine Learning and Image Processing, you will acquire in-demand skills that are highly sought after in various industries, including tech, marketing, and healthcare. Understanding facial recognition and object detection can open doors to roles such as data scientist, machine learning engineer, or AI consultant. The projects and knowledge presented in this book will bolster your portfolio, showcasing your capabilities to potential employers.

Where can I buy Practical Machine Learning and Image Processing in Taiwan?

You can conveniently purchase Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python First Edition from Ubuy. Ubuy is a reliable online platform that offers a broad selection of books and electronics, ensuring that you can find exactly what you need in one place. With a user-friendly interface and a variety of shipping options, you can get this essential resource delivered to your doorstep in Taiwan.

如何從 Ubuy 在線購物 Practical Machine Learning and Image Processing: For？

從 Ubuy 在線購物 Practical Machine Learning and Image Processing: For 非常簡單。. 您只需搜索產品，在結賬時選擇運輸方式，然後將其運送到您所在的位置。

Practical Machine Learning and Image Processing: For 可以在 Taiwan 在線購物嗎？

是的，您可以在 Ubuy Taiwan 以合理的價格購買該產品。. Practical Machine Learning and Image Processing: For 在本地不可用，但您可以信任我們的快遞服務。

下訂單後需要多長時間才能收到產品？

您訂購的產品的交貨時間根據您訂購的商品和您選擇的運輸方式而有所不同。. 結賬時會提到預計送貨時間，所以購物時請放心。

查看原文

Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python

After reading this book you will be able to apply image processing techniques and make machine learning models for customized application.

商品＃: 110885220

Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python

78% of respondents would recommend this to a friend

商品＃: 110885220

TWD 2629

Price Details

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

^{*All items will import from 美國}

可用性 : 有存貨

從USA商店匯入

QTY:

立即訂購並活動它週三, 十月 14

Secured transaction

Our Top Logistics Partners

After reading this book you will be able to apply image processing techniques and make machine learning models for customized application.

U-Care保固：

沒有

選擇一個計劃

Fast
Shipping

Free
Return^*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Hands-On Approach

This practical guide emphasizes real-world applications, allowing readers to develop machine learning and image processing skills through hands-on projects, catering to both beginners and experienced practitioners.

Comprehensive Coverage

Offers extensive insights into facial recognition, object detection, and pattern recognition, providing a robust foundation in three key areas of machine learning that address today's technology demands.

Python Focused

Utilizes Python, the most popular programming language in data science, ensuring readers learn with widely-used tools and libraries, enhancing their employability and project capabilities in the tech industry.

產品詳情

Publisher	Apress
Publication date	February 27, 2019
Edition	First Edition
Language	English
Print length	184 pages
ISBN-10	1484241487
ISBN-13	978-1484241486
Item Weight	9.6 ounces (272.16 grams)
Dimensions	6.1 x 0.43 x 9.25 inches (15.5 x 1.1 x 23.5 cm)

Who Should Buy?

Aspiring Data Scientists
This product provides foundational knowledge in machine learning and image processing specifically for aspiring professionals.
Python Developers
Developers looking to implement facial and object recognition will find practical examples and guidance using Python.
Academic Students
Students studying computer science or AI can benefit from structured insights into machine learning applications.

Beginner Programmers
Those without programming knowledge may struggle with the concepts presented in this technical machine learning book.

產品描述

Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python

有疑問？和我們聊天

客戶問題與解答

問題: 如何從 Ubuy 在線購物 Practical Machine Learning and Image Processing: For？

Answer: 從 Ubuy 在線購物 Practical Machine Learning and Image Processing: For 非常簡單。. 您只需搜索產品，在結賬時選擇運輸方式，然後將其運送到您所在的位置。
問題: Practical Machine Learning and Image Processing: For 可以在 Taiwan 在線購物嗎？

Answer: 是的，您可以在 Ubuy Taiwan 以合理的價格購買該產品。. Practical Machine Learning and Image Processing: For 在本地不可用，但您可以信任我們的快遞服務。
問題: 下訂單後需要多長時間才能收到產品？

Answer: 您訂購的產品的交貨時間根據您訂購的商品和您選擇的運輸方式而有所不同。. 結賬時會提到預計送貨時間，所以購物時請放心。

Intelligence & Semantics Editorial Review

Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python offers a primer on image processing algorithms but falls short in delivering comprehensive machine learning insights. Readers report that the material includes deprecated code and numerous erratas, making the learning process frustrating. The author provides helper modules that are not included in the book or its messy GitHub repository, leaving students without necessary resources. Although the book boasts good print quality, most readers suggest there are far better online alternatives for mastering the content offered in this text.

Customer Reviews & Ratings

4.0

1 客戶評價

5 星

0%
4 星

100%
3 星

0%
2 星

0%
1 星

0%

評論這個產品

和其他客戶分享您的想法

優點

Good print quality
Covers basic image processing concepts
Useful for initial exploration of ML
Compact format for quick reference
Includes foundational Python programming

缺點

Begins with unnecessary basics for an advanced topic series

Product Price History

重要資訊

限制：對於國際運輸的產品，請注意任何製造商保修可能無效；製造商服務選項可能不可用；產品手冊、說明和安全警告可能不是目的地國家的語言；產品（及隨附材料）的設計可能不符合目的地國家的標準、規範和標籤要求；並且產品可能不符合目的地國家的電壓和其他電氣標準（如果適用，需要使用適配器或轉換器）。收件人有責任確保產品可以合法進口到目的地國家。當從Ubuy或其關聯公司訂購時，收件人是記錄在案的進口人，並且必須遵守目的地國家的所有法律和法規。
由於Ubuy是一個全球搜索引擎，因此並非Ubuy上列出的所有產品都在出售。產品受出口/貿易法規的約束。

TWD 2629

立即訂購並活動它週三, 十月 14

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

特色和優勢

Learn core image processing algorithms with Python.
Explore the powerful OpenCV library for image processing.
Understand advanced machine learning and deep learning methods.
Apply techniques to real-life projects for practical application.
Get hands-on experience with TensorFlow, scikit-learn, and NumPy.
Designed for data scientists and software developers interested in computer vision.

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 Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python

TWD 2629

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

產品詳情

Who Should Buy?

產品描述

客戶問題與解答

Intelligence & Semantics Editorial Review

Customer Reviews & Ratings

評論這個產品

優點

缺點

Product Price History

重要資訊

TWD 2629

特色和優勢

Ubuy Assurance

Fast
Shipping

Free
Return^*