Название: Deep Learning Applications in Image Analysis
Автор: Sanjiban Sekhar Roy, Ching-Hsien Hsu, Venkateshwara Kagita
Издательство: Springer
Год: 2023
Страниц: 218
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

This book provides state-of-the-art coverage of Deep Learning applications in image analysis. The book demonstrates various Deep Learning algorithms that can offer practical solutions for various image-related problems; also how these algorithms are used by scientists and scholars in industry and academia. The book also addresses the difficulty of implementing Deep Learning in terms of computation time and the complexity of reasoning and modelling different types of data where information is currently encoded. Each chapter has the application of various new or existing Deep Learning models such as Deep Neural Network (DNN) and Deep Convolutional Neural Networks (DCNN). The detailed utilization of Deep Learning packages that are available in MATLAB, Python and R programming environments have also been discussed, therefore, the readers will get to know about the practical implementation of Deep Learning as well. The content of this book is presented in a simple and lucid style for professionals, nonprofessionals, scientists, and students interested in the research area of Deep Learning applications in image analysis.

Название: Software Containers: The Complete Guide to Virtualization Technology. Create, Use and Deploy Scalable Software with Docker and Kubernetes. Includes Docker and Kubernetes
Автор: Jordan Lioy
Издательство: Independently published
Год: 2023
Страниц: 673
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

If you want to learn how to build modern, scalable software with Docker and Kubernetes, then this book is for you. Kubernetes is an open-source, efficient platform to host your applications in a safe and scalable environment, and Docker is the virtualization architecture from the future! Without Docker, your computer may look like an unwanted tray. Apps have all kinds of dependencies. Some applications rely on system-specific libraries for common tasks such as sound, network, graphics, etc. Others may depend on standard libraries for the language in which they are written. Some others depend on other applications, such as how a Java application depends on a Java virtual machine or a web application may depend on a database. Typically, running a program requires exclusive access to scarce resources, such as a network connection or file. Today, Docker-free applications extend to the entire file system and create a complex network of interactions. Docker keeps things organised by isolating everything with pots and paintings.

Название: Online Retail Clustering And Prediction Using Machine Learning With Python Gui, 2nd Edition
Автор: Vivian Siahaan, Rismon Hasiholan Sianipar
Издательство: Balige Publishing
Год: 2022
Страниц: 381
Язык: английский
Формат: epub (true)
Размер: 11.7 MB

In this project, we embarked on a comprehensive journey of exploring the dataset and conducting analysis and predictions in the context of online retail. We began by examining the dataset and performing RFM (Recency, Frequency, Monetary Value) analysis, which allowed us to gain valuable insights into customer purchase behavior. Using the RFM analysis results, we applied K-means clustering, a popular unsupervised Machine Learning algorithm, to group customers into distinct clusters based on their RFM values. This clustering approach helped us identify different customer segments within the online retail dataset. In order to provide a user-friendly and interactive experience, we developed a graphical user interface (GUI) using PyQt. The GUI allowed users to input customer information and obtain real-time predictions of the customer clusters using the trained machine learning models. This made it convenient for users to explore and analyze the clustering results. The GUI incorporated visualizations such as decision boundaries, which provided a clear representation of how the clusters were separated based on the RFM features.

Название: Advanced Applications of Python Data Structures and Algorithms
Автор: Mohammad Gouse Galety, Arul Kumar Natarajan
Издательство: IGI Global
Год: 2023
Страниц: 318
Язык: английский
Формат: pdf (true)
Размер: 11.5 MB

Data structures are essential principles applicable to any programming language in computer science. Data structures may be studied more easily with Python than with any other programming language because of their interpretability, interactivity, and object-oriented nature. Computers may store and process data at an extraordinary rate and with outstanding accuracy. Therefore, it is of the utmost importance that the data is efficiently stored and is able to be accessed promptly. In addition, data processing should take as little time as feasible while maintaining the highest possible level of precision. Advanced Applications of Python Data Structures and Algorithms assists in understanding and applying the fundamentals of data structures and their many implementations and discusses the advantages and disadvantages of various data structures. Covering key topics such as Python, linked lists, datatypes, and operators, this reference work is ideal for industry professionals, computer scientists, researchers, academicians, scholars, practitioners, instructors, and students.

Название: Программирование встроенных систем на С++17
Автор: Пош М.
Издательство: ДMK
Год: 2020
Cтраниц: 394
Формат: pdf (ocr)
Размер: 22 мб
Язык: русский

C++ — превосходный выбор для разработки встроенных систем, особенно с учетом того, что этот язык не добавляет каких-либо излишеств, улучшает удобство сопровождения и предлагает множество преимуществ над прочими языками программирования. Из книги вы узнаете, как можно применять C++ для создания надежных, конкурентоспособных систем, рационально использующих все доступные аппаратные ресурсы.

Название: Go in Action, Second Edition (MEAP v3)
Автор: Andrew Walker, William Kennedy
Издательство: Manning Publications
Год: 2023
Страниц: 178
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Master Go language fundamentals, learn how to structure Go projects effectively, and deliver high-performance code using Go’s powerful concurrency model. Go in Action, Second Edition has been fully updated to cover all the new features and idioms of the latest version of Go. In it, you’ll dive into Go's unique features and quickly get started writing real-world applications, such as websites and network servers. Designed by Google with productivity in mind, Go excels in modern, highly-dynamic environments. This modern language has all its concurrency primitives baked in, so Go users can handle problems like real-time performance with no additional tools required. Its simple-but-powerful type system includes generics and interfaces as first-class citizens. Best of all, because Go was designed to be simple, with a small number of keywords and an efficient standard library, it’s really easy to learn! In a cloud-first world, it’s easy to see why Go has quickly become a must-have skill. Go in Action, Second Edition takes advantage of your existing programming knowledge to fast-track you to Go mastery. Google Developer Expert in Go Andrew Walker has revised the original bestseller with William Kennedy, covering new language features and adding compelling real-world case studies. You’ll get a jump start on Go’s syntax and internals as you build a comprehensive and idiomatic view of Go.

Название: Learn Concurrent Programming with Go (MEAP v6)
Автор: James Cutajar
Издательство: Manning Publications
Год: 2023
Страниц: 424
Язык: английский
Формат: pdf, epub
Размер: 39.96 MB

Write concurrent code in Go that improves application performance, scales up to handle bigger loads, and takes full advantage of modern multi-processor hardware. Learn Concurrent Programming with Go teaches you how to use concurrency to improve the performance of your Go applications. Each chapter poses a new problem that can be solved using concurrency and introduces the right approach to implement it in Go. In this easy-to-read tutorial, you’ll delve into concurrency patterns, learn to dodge the most common pitfalls, and take advantage of Go’s innovative approach to concurrency. Practical exercises at the end of each chapter help you practice your new skills to lock in what you’ve learned.

Название: Fight Fraud with Machine Learning (MEAP v2)
Автор: Ashish Ranjan Jha
Издательство: Manning Publications
Год: 2023
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Financial and corporate fraud happen every day, and the fraudsters inevitably leave a digital trail. Machine learning techniques, including the latest generation of LLM-driven AI tools, help identify the telltale signals that a crime is taking place. Fight Fraud with Machine Learning teaches you how to apply cutting edge ML to identify fraud, find the fraudsters, and possibly even catch them in the act. In this cutting-edge book you’ll develop scalable and tunable models that can spot and stop fraudulent activity in online transactions, data stores, even in digitized paper records. You’ll use Python to battle common scams like phishing and credit card fraud, along with new and emerging threats like voice spoofing and deepfakes. Fight Fraud with Machine Learning teaches you to build and deploy state-of-the-art fraud detection systems. You’ll start with the basics of rule-based systems, iterating chapter-by-chapter until you’re creating tools to stop the most sophisticated modern attacks. Almost every online fraud you might encounter is covered in detail.

Название: Useful Python
Автор: Stuart Langridge
Издательство: SitePoint Pty. Ltd.
Год: 2023
Страниц: 98
Язык: английский
Формат: pdf, epub (true)
Размер: 11.1 MB

Python is a versatile and powerful language that can be used for a wide variety of tasks. In this book, we'll look at how Python can be used for various tasks that will make your life easier. Python as a “glue” language: it helps us combine skills and programs we already know how to use by allowing us to easily convert data from one format to another. This means that we can take data in one format that we don’t have tools to manipulate and change it into data for tools that we’re comfortable with. Whether we need to process a CSV, web page, or JSON file, Python can help us get the data into a format we can use. Python for stitching together other things. Sometimes we need to do more than process the data in an Excel file we’ve been sent. For example, we may want to fetch some pages from the Web, or work with an online API, or control our computer itself (such as renaming a batch of files, or changing how our operating system works). Python is great at these tasks.

Название: Сборник задач по программированию
Автор: Мишенин А.И.
Издательство: Финансы и статистика; ИНФРА-М
Год: 2009
Cтраниц: 226
Формат: pdf
Размер: 79 мб
Язык: русский

Структура пособия соответствует учебной программе дисциплины «Информатика и программирование». Первая часть содержит около 600 задач по теории программирования и языкам программирования Visual Basic и Pascal. Вторая часть (занимает более половины объема пособия) включает решение значительного числа задач или указания к их решению.