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.

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.

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.

Название: Evading EDR: The Definitive Guide to Defeating Endpoint Detection Systems (Final)
Автор: Matt Hand
Издательство: No Starch Press
Год: 2024
Страниц: 315
Язык: английский
Формат: True/Retail (PDF EPUB MOBI)
Размер: 26.4 MB

EDR, demystified! Stay a step ahead of attackers with this comprehensive guide to understanding the attack-detection software running on Microsoft systems—and how to evade it. Nearly every enterprise uses an Endpoint Detection and Response (EDR) agent to monitor the devices on their network for signs of an attack. But that doesn't mean security defenders grasp how these systems actually work. This book demystifies EDR, taking you on a deep dive into how EDRs detect adversary activity. Chapter by chapter, you’ll learn that EDR is not a magical black box—it’s just a complex software application built around a few easy-to-understand components. The author uses his years of experience as a red team operator to investigate each of the most common sensor components, discussing their purpose, explaining their implementation, and showing the ways they collect various data points from the Microsoft operating system. In addition to covering the theory behind designing an effective EDR, each chapter also reveals documented evasion strategies for bypassing EDRs that red teamers can use in their engagements.

Название: Qt 6 QML
Автор: Боклаге-Рианнель Ю., Лорке С., Телин Й.
Издательство: The Qt Company
Год: 2023
Формат: pdf
Страниц: 728
Размер: 16 mb
Язык: Русский

Добро пожаловать в The Qt 6 Book - книгу о QML. Этот текст поможет вам разобраться в QML, языке Qt для создания динамических пользовательских интерфейсов.

Название: Programmer Passport: OTP
Автор: Bruce Tate
Издательство: The Pragmatic Programmers
Год: June 2022 (Version: P1.0)
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

OTP is the heart of the rapidly growing Elixir, the functional language at the heart of Phoenix and LiveView. OTP enables exciting concurrent applications with among the best reliability properties in the world. With this book, you'll learn to code systems that can detect failure and recover from it automatically using the same techniques behind the world's telecommunication systems. By plugging into OTP, your own libraries will handle concurrent requests robustly, and seamlessly integrate with other supervised Elixir and Erlang applications. If you're looking to take your next step as an Elixir developer, look no further than OTP. OTP is a library for building fault tolerant systems with self-healing properties; its services power many of the world's reliable telecom infrastructure. It also powers many of Elixir's most powerful capabilities. In this fast-paced book - first published with Groxio's Programmer Passport - you'll learn about the most important abstractions that power OTP. This approachable guide will give you a high-level understanding before diving into individual details. This understanding will tell you how the core APIs work so you'll know why Elixir programmers write code the way they do.