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Название: Elasticsearch 8 for Developers: A beginner's guide to indexing, analyzing, searching, and aggregating data, 2nd Edition
Автор: Anurag Srivastava
Издательство: BPB Publications
Год: 2024
Страниц: 418
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Learn how to build and deploy scalable, real-time search applications with Elasticsearch 8. Elasticsearch is a powerful tool for handling and managing large amount of data. It is scalable, reliable, and fast, with various features for data analysis and search. This book is a comprehensive guide to using Elasticsearch to manage data. It starts with an overview of Elasticsearch, detailing its importance in today's world. The book further covers the basics of Elasticsearch, including installation, configuration, and index management. Next, the book covers more advanced topics, such as handling geospatial data and using aggregations to analyze data. It also covers performance optimization and administration. Throughout the book, the author provides practical examples to help you understand and apply the concepts learned. By the end of this book, you will have a deep understanding of Elasticsearch and use it to manage and extract valuable insights from large amount of data. Additionally, we will discuss the various Elasticsearch clients available for developers, such as Java, PHP, Perl, Python, .NET, and jаvascript. These clients enable developers to leverage Elasticsearch’s search capabilities in their preferred programming language and ecosystem. Elasticsearch provides an official Node.js client for jаvascript.

Название: The Coder's Apprentice: Learning Programming with Python 3 (Version 1.1.0)
Автор: Pieter Spronck
Издательство: Independently published
Год: June 4, 2023 (Version 1.1.0)
Страниц: 407
Язык: английский
Формат: pdf (true) + Extra
Размер: 10.2 MB

This book is aimed at teaching Python 3 to students and teenagers who are completely new to programming. Contrary to many of the other books that teach Python programming, this book assumes no previous knowledge of programming on the part of the students, and contains numerous exercises that allow students to train their programming skills. How many times have you thought about learning how to code but got discouraged because you had no technical background, didn't have the time to learn, or you just didn't think you were smart enough? Would you like to learn the basics of Python programming even if you are a complete novice? If so, this book can help you. A concise. Simple. Newby friendly style of teaching that lends itself well to beginners Chapters that have been sliced into bite-size chunks to give you the information you need (at that point in time) so you're not overwhelmed. Lots of simple, step-by-step examples and illustrations are used to emphasis key conceptsand help improve your understanding Each practice exercise builds on concepts discussed in previous chapters so your learning is reinforced as you progress. Topics are carefully selected to give you a broad exposure to Python, while not overwhelming you with too much (potentially unnecessary) information. An end of chapter summary is presented to give you key take aways that help you solidify your understanding.

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.

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.

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.

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.

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.

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.

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.

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.