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 Название: Swarm Intelligence and its Applications in Biomedical Informatics
Автор: Dr. A. Sheik Abdullah
Издательство: CRC Press
Год: 2024
Страниц: 175
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB
Swarm Intelligence and Its Applications in Biomedical Informatics discusses Artificial Intelligence (AI) applications in medicine and biology, as well as challenges and opportunities presented in these arenas. It covers healthcare Big Data analytics, mobile health, personalized medicine, and clinical trial data management. This book shows how AI can be used for early disease diagnosis, prediction, and prognosis, and it offers healthcare case studies that demonstrate the application of AI and Machine Learning. Swarm intelligence corresponds to a collection of quantified algorithms that simulate natural learning behavior in a system of individuals that synchronize using self-organizing and distributed control mechanism. The working principle of the algorithms focuses toward the collective behavior inference, which results from interactions among individuals in the group and with the environment. Algorithms such as Particle Swarm Optimization (PSO), Ant Colony Optimization (ACO), Bee-based Harmony Search (BHS), Stochastic Diffusion Search, Bat Algorithm, Multi-Swarm Optimization (MSO), and Cuckoo Search work according to the behavior of nature. | |
Разместил: Ingvar16 13-11-2023, 13:08 | Комментарии: 0 | Подробнее
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 Название: Learning .NET MAUI: Unlock the potential of .NET MAUI for Cross-Platform app development
Автор: Aleksei Starkov
Издательство: BPB Publications
Год: 2023
Страниц: 429
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
A practical guide to cross-platform app development with .NET MAUI and C#. .NET MAUI (Multi-platform App UI) is a framework developed by Microsoft that allows developers to build cross-platform mobile and desktop applications using a single codebase. This book is a comprehensive guide that covers various aspects of cross-platform development with .NET MAUI. In the initial chapters you will gain a solid understanding of the fundamental aspects and specifics of cross-platform .NET MAUI apps, their structure and the diverse range of application resources. The book will then guide you in creating your first UI application using cross-platform techniques. Moving on, you will delve into more advanced topics such as MVVM, dependency injection, data storage, leveraging device capabilities, and ensuring accessibility in your applications. Lastly, you will explore alternative approaches like Shell and Blazor Hybrid, offering flexible options for building native applications. By the end of the book, you will be able to develop cross-platform applications using .NET MAUI. | |
Разместил: Ingvar16 13-11-2023, 11:18 | Комментарии: 0 | Подробнее
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 Название: Flutter for Jobseekers: Learn Flutter and take your cross-platform app development skills to the next level
Автор: Hans Kokx
Издательство: BPB Publications
Год: 2023
Страниц: 432
Язык: английский
Формат: epub (true)
Размер: 13.0 MB
The Ultimate Flutter Handbook for Aspiring App Developers. "Flutter for Jobseekers" aims to assist you in acquiring expertise in multi-platform app development, with the ultimate goal of helping them secure their dream job. Authored by a leading Flutter developer, this book offers clear explanations and practical examples that will guide you through the evolution of app development, encompassing its historical, current, and future aspects. This all-inclusive guide takes you on a journey to master Google's Flutter framework. Starting from an introduction to Flutter's key features and development workflow, the book covers a wide range of essential topics, including exploring market opportunities for Flutter developers. You will learn how to install and configure Flutter, work with widgets, manage user input, utilize third-party libraries and APIs, implement navigation and state management with BLoC, and optimize applications for different platforms. Additionally, the book offers guidance on debugging, troubleshooting, finding Flutter jobs, succeeding in interviews, and mapping out your career path within the Flutter ecosystem. | |
Разместил: Ingvar16 13-11-2023, 02:18 | Комментарии: 0 | Подробнее
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 Название: 100+ Solutions in Java: Everything you need to know to develop Java applications, 2nd Edition
Автор: Dhruti Shah
Издательство: BPB Publications
Год: 2024
Страниц: 736
Язык: английский
Формат: epub (true)
Размер: 20.0 MB
A step-by-step guide to Java development for beginners and professionals. 100+ Solutions in Java is a comprehensive and accessible guide to developing Java applications from version 8 to 19. Whether you are a beginner or a seasoned pro, this book will help you learn the latest Java features and best practices, one step at a time. The book covers a wide range of topics, from basic programming concepts to advanced topics like concurrency and design patterns. Each chapter has clear and concise explanations, helpful examples, and practical exercises. By the end of the book, you'll be able to develop sophisticated Java applications that are both efficient and reliable. This book is for anyone who wants to learn Java programming, including Java developers, technical specialists, and beginners. Prior experience with programming languages such as C, C++, Python, or SQL databases will be helpful, but is not required. | |
Разместил: Ingvar16 12-11-2023, 18:12 | Комментарии: 0 | Подробнее
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 Название: Machine Learning for Beginners: Build and deploy Machine Learning systems using Python, 2nd Edition
Автор: Dr. Harsh Bhasin
Издательство: BPB Publications
Год: 2024
Страниц: 472
Язык: английский
Формат: epub (true)
Размер: 11,7 MB
The second edition of “Machine Learning for Beginners” addresses key concepts and subjects in Machine Learning. The book begins with an introduction to the foundational principles of machine learning, followed by a discussion of data preprocessing. It then delves into feature extraction and feature selection, providing comprehensive coverage of various techniques such as the Fourier transform, short-time Fourier transform, and local binary patterns. Moving on, the book discusses principal component analysis and linear discriminant analysis. Next, the book covers the topics of model representation, training, testing, and cross-validation. It emphasizes regression and classification, explaining and implementing methods such as gradient descent. Essential classification techniques, including k-nearest neighbors, logistic regression, and naive Bayes, are also discussed in detail. The book then presents an overview of neural networks, including their biological background, the limitations of the perceptron, and the backpropagation model. It also covers support vector machines and kernel methods. Decision trees and ensemble models are also discussed. The final section of the book provides insight into unsupervised learning and deep learning, offering readers a comprehensive overview of these advanced topics. | |
Разместил: Ingvar16 12-11-2023, 17:15 | Комментарии: 0 | Подробнее
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 Название: Data Visualization with Python: Exploring Matplotlib, Seaborn, and Bokeh for Interactive Visualizations
Автор: Dr. Pooja
Издательство: BPB Publications
Год: 2023
Страниц: 350
Язык: английский
Формат: epub (true)
Размер: 10.2 MB
Transforming data into actionable insights using Python. Python is a popular programming language for data visualization due to its rich ecosystem of libraries and tools. If you're interested in delving into data visualization in Python, this book is an excellent resource to begin your journey. With Matplotlib, you'll master the art of creating a wide range of charts, plots, and graphs. From basic line plots to complex 3D visualizations, you'll learn how to transform raw data into engaging visuals that tell compelling stories. Dive into Seaborn, a high-level library built on top of Matplotlib, and discover how to effortlessly create beautiful and informative statistical visualizations effortlessly. From heatmaps to distribution plots, you'll unleash the full potential of Seaborn in your data analysis endeavors. Lastly, you will learn how to unleash the true potential of Bokeh and create compelling data visualizations that allow users to explore and interact with data dynamically. By the end of the book, you will have acquired the knowledge and skills necessary to create a diverse range of visualizations proficiently. | |
Разместил: Ingvar16 12-11-2023, 16:13 | Комментарии: 0 | Подробнее
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 Название: Java 8 to 21: Explore and work with the cutting-edge features of Java 21
Автор: Shai Almog
Издательство: BPB Publications
Год: 2023
Страниц: 320
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
A comprehensive guide empowering developers with the advanced capabilities of Java. Are you still using Java in the same old way? Java 21 has evolved into a dynamic and concise language with a vibrant and rich ecosystem. If you're seeking to expand your knowledge of modern Java programming, this book is the ideal resource for you. This practical book offers valuable guidance on effectively utilizing the latest syntax enhancements in order to write code that is both streamlined and easy to understand. It not only provides detailed insights into the inner workings of the Java virtual machine (JVM), but also equips you with the knowledge necessary to excel in building scalable and resilient applications using a variety of powerful techniques such as Spring Boot, Spring Native, GraalVM, and other innovative methodologies. Furthermore, the book assists you in navigating the complexities of testing and packaging, helping you comprehend and navigate intricate processes. It also introduces you to cutting-edge deployment methodologies that leverage Docker and Kubernetes, ensuring that you stay up to date with the most recent advancements in software development and deployment practices. This book is suitable for individuals who are new to Java and have little to no experience but possess a basic understanding of the syntax. | |
Разместил: Ingvar16 12-11-2023, 15:19 | Комментарии: 0 | Подробнее
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 Название: IoT Data Analytics using Python: Learn how to use Python to collect, analyze, and visualize IoT data
Автор: M.S. Hariharan
Издательство: BPB Publications
Год: 2024
Страниц: 471
Язык: английский
Формат: epub (true)
Размер: 24.6 MB
Python is a popular programming language for data analytics, and it is also well-suited for IoT Data Analytics. By leveraging Python's versatility and its rich ecosystem of libraries and tools, Data Analytics for IoT can unlock valuable insights, enable predictive capabilities, and optimize decision-making in various IoT applications and domains. The book begins with a foundation in IoT fundamentals, its role in digital transformation, and why Python is the preferred language for IoT Data Analytics. It then covers essential data analytics concepts, how to establish an IoT Data Analytics environment, and how to design and manage real-time IoT data flows. Next, the book discusses how to implement Descriptive Analytics with Pandas, Time Series Forecasting with Python libraries, and Monitoring, Preventive Maintenance, Optimization, Text Mining, and Automation strategies. It also introduces Edge Computing and Analytics, discusses Continuous and Adaptive Learning concepts, and explores data flow and use cases for Edge Analytics. Finally, the book concludes with a chapter on IoT Data Analytics for self-driving cars, using the CRISP-DM framework for data collection, modeling, and deployment. If you are an experienced Python developer who wants to master IoT Data Analytics, or a newcomer who wants to learn Python and its applications in IoT, this book will give you a thorough understanding of IoT Data Analytics and practical skills for real-world use cases. | |
Разместил: Ingvar16 12-11-2023, 14:41 | Комментарии: 0 | Подробнее
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 Название: Mastering Advanced Excel - With ChatGPT Integration: Learn Formulas and Functions, Advance Pivot Tables, Macros, VBA Coding, ChatGPT Integration with exercises
Автор: Ritu Arora
Издательство: BPB Publications
Год: 2023
Страниц: 333
Язык: английский
Формат: epub (true)
Размер: 20.9 MB
Unleash the power of Excel for advanced data analysis, automation, and productivity. In this comprehensive guide, we will explore the powerful trio of Excel, Visual Basic for Applications (VBA), and ChatGPT. These tools combine the strength of data analysis, automation, and conversational AI to empower you in the realm of information processing and decision-making. Throughout these pages, you will be provided with practical knowledge, hands-on examples, and step-by-step instructions to master Excel’s data manipulation capabilities, unlock the potential of VBA for automation and customization, and delve into the world of ChatGPT for natural language interactions. Advanced Excel is a powerful tool that goes beyond basic spreadsheet functions, allowing users to perform complex calculations, manipulate large datasets, create interactive visualizations, automate tasks, and conduct in-depth data analysis. If you want to enhance your productivity, accuracy, and decision-making skills in Excel, look no further. This book is a comprehensive guide that explores the advanced features of Microsoft Excel. From creating macros with VBA to automating tasks, working with large datasets, creating visualizations, and conducting data analysis, this book covers it all. Whether you are a beginner seeking to understand the basics or an experienced user looking to enhance your skills, this book will serve as your roadmap to excel in these domains. It will guide you through the fundamentals of Excel, introduce you to the world of VBA programming, and show you how to integrate ChatGPT into your applications for dynamic and intelligent conversations. | |
Разместил: Ingvar16 12-11-2023, 12:58 | Комментарии: 0 | Подробнее
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 Название: Pythonic AI: A beginner's guide to building AI applications in Python
Автор: Arindam Banerjee
Издательство: BPB Publications
Год: 2024
Страниц: 483
Язык: английский
Формат: epub (true)
Размер: 36.5 MB
“Pythonic AI” is a book that teaches you how to build AI models using Python. It also includes practical projects in different domains so you can see how AI is used in the real world. Besides teaching how to build AI models, the book also teaches how to understand and explore the opportunities that AI presents. It includes several hands-on projects that walk you through successful AI applications, explaining concepts like neural networks, computer vision, natural language processing (NLP), and generative models. Each project in the book also reiterates and reinforces the important aspects of Python scripting. You'll learn Python coding and how it can be used to build cutting-edge AI applications. The author explains each essential line of Python code in detail, taking into account the importance and difficulty of understanding. By the end of the book, you will learn how to develop a portfolio of AI projects that will help you land your dream job in AI. This book is for everyone who wants to learn how to build AI applications in Python, regardless of their experience level. Whether you're a student, a tech professional, a non-techie, or a technology enthusiast, this book will teach you the fundamentals of Python and AI, and show you how to apply them to real-world problems. | |
Разместил: Ingvar16 12-11-2023, 11:48 | Комментарии: 0 | Подробнее
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