Название: Simply Python: A Comprehensive Guide for All Levels: Master Python Programming from Scratch to Advanced Concepts with Practical Examples and Real-World Projects
Автор: Ahmed Khorshid
Издательство: Independently published
Год: 2025
Страниц: 229
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Dive into the world of Python programming with Simply Python, your ultimate guide to mastering one of the most versatile and in-demand programming languages today. Whether you're a programming novice or an experienced developer looking to expand your skill set, this book offers a clear, concise, and practical approach to learning Python. From the basics of syntax and data types to advanced topics like web development, data analysis, and machine learning, this book covers it all. Packed with real-world projects, code examples, and step-by-step tutorials, Simply Python will help you build a strong foundation in Python and apply your knowledge to solve real-world problems. Discover the power of Python with Simply Python and unlock your potential to create innovative applications, analyze data, and automate tasks with ease.

Название: The Complete Spring Boot: A Comprehensive Guide to Modern Java Applications
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1021
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"The Complete Spring Boot: A Comprehensive Guide to Modern Java Applications" is a thorough exploration of Spring Boot, the popular framework that simplifies Java application development. This comprehensive guide takes readers from fundamental concepts to advanced implementation techniques across 12 detailed chapters. The book covers essential topics including core Spring Boot concepts, web application development, data access, security, and testing, while also delving into more advanced areas such as reactive programming, microservices architecture, containerization, and performance optimization. Written for both beginners and experienced developers, this guide emphasizes practical, production-ready implementation strategies with detailed code examples and best practices. Published in early 2025, it incorporates the latest Spring Boot features and modern development approaches, making it relevant for contemporary Java application development. Whether you're building your first Spring Boot application or architecting complex microservices, this book provides the knowledge and techniques needed to create robust, scalable, and maintainable applications.

Название: Parallel Programming with C# and .NET: Fundamentals of Concurrency and Asynchrony Behind Fast-Paced Applications
Автор: Vaskaran Sarcar
Издательство: Apress
Год: 2024
Страниц: 479
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

If you need to understand concurrency, this book is your guide to the fundamentals behind the advanced software you seek to implement to achieve highly responsive and scalable code. Support for parallel computation is an essential part of concurrency. Concurrency is an advanced concept and solutions are not straightforward. Many developers have been burned by it and are still being burned by it. This book aims to simplify the concept for C# developers. It tries to simplify the concept using the Task Parallel Library (TPL), Concurrent Collections, Parallel LINQ (PLINQ), Asynchronous Programming Patterns, and related topics. The book starts with an overview of TPL and discusses Tasks. Understanding these areas is necessary to learn the concepts that follow in the book. You will go through special scenarios, such as handling exceptions and cancellations, followed by demonstrations of synchronization techniques and concurrent collections. You will see demonstrations of parallel loops to speed up the computations. And you'll understand PLINQ in detail. Asynchronous programming with async and await keywords is discussed. The book contains “Q&A sessions”, review questions, and exercises (in .NET 8 and C#12). After reading the book, you will be able to understand advanced concepts in parallel programming and implement them in your code. For developers familiar with C# but are absolute beginners for parallel programming.

Название: AI in Banking: Practical Applications and Case Studies
Автор: Liyu Shao, Qin Chen, Min He
Издательство: Springer/China Machine Press
Год: 2025
Страниц: 365
Язык: английский
Формат: pdf (true), epub
Размер: 54.4 MB

Big Data and Artificial Intelligence (AI) cannot remain limited to academic theoretical research. It is crucial to utilize them in practical business scenarios, enabling cutting-edge technology to generate tangible value. This book delves into the application of AI from theory to practice, offering detailed insights into AI project design and code implementation across eleven business scenarios in four major sectors: retail banking, e-banking, bank credit, and tech operations. It provides hands-on examples of various technologies, including automatic Machine Learning, integrated learning, graph computation, recommendation systems, causal inference, generative adversarial networks, supervised learning, unsupervised learning, computer vision, reinforcement learning, fuzzy control, automatic control, speech recognition, semantic understanding, Bayesian networks, edge computing, and more. This book stands as a rare and practical guide to AI projects in the banking industry. By avoiding complex mathematical formulas and theoretical analyses, it uses plain language to illustrate how to apply AI technology in commercial banking business scenarios. With its strong readability and practical approach, this book enables readers to swiftly develop their own AI projects.

Название: C# для профессионалов. Тонкости программирования
Автор: Скит Д.
Издательство: Вильямс
Год: 2014 - 3-е изд., новый перевод
Cтраниц: 602
Формат: pdf
Размер: 36 мб
Язык: русский

Книга является обновлением предыдущего издания C# in Depth, ставшего бестселлером, с целью раскрытия новых средств языка C# 5, включая решение проблем, которые связаны с написанием сопровождаемого асинхронного кода. Она предлагает уникальные сведения о сложных областях и темных закоулках языка, которые может предоставить только эксперт Джон Скит.

Название: Deep Learning on Embedded Systems: A Hands-On Approach Using Jetson Nano and Raspberry Pi
Автор: Tariq M. Arif
Издательство: Wiley
Год: 2025
Страниц: 256
Язык: английский
Формат: epub (true)
Размер: 66.5 MB

Comprehensive, accessible introduction to Deep Learning for engineering tasks through Python programming, low-cost hardware, and freely available software. Deep Learning on Embedded Systems is a comprehensive guide to the practical implementation of Deep Learning for engineering tasks through computers and embedded hardware such as Raspberry Pi and Nvidia Jetson Nano. After an introduction to the field, the book provides fundamental knowledge on Deep Learning, convolutional and recurrent neural networks, computer vision, and basics of Linux terminal and Docker engines. This book shows detailed setup steps of Jetson Nano and Raspberry Pi for utilizing essential frameworks such as PyTorch and OpenCV. GPU configuration and dependency installation procedure for using PyTorch is also discussed allowing newcomers to seamlessly navigate the learning curve. This book outlines a strategy of training complex models on a desktop computer and transferring them to embedded systems for inference. To simplify this, the book mainly focuses on the practical implementation part of Deep Learning using Python programming, low-cost hardware, and freely available software such as Anaconda and Visual Studio Code.

Название: An Introduction to Theory of Computation: An Algorithmic Approach
Автор: Mitsunori Ogihara
Издательство: Springer
Год: 2025
Страниц: 388
Язык: английский
Формат: pdf (true), epub
Размер: 32.4 MB

This textbook aims to provide a comprehensive introduction to the theory of computation for upper-level undergraduate students and first-year graduate students in Computer Science and related disciplines. It covers a wide range of foundational topics essential for understanding the principles and applications of computation. The book begins with regular languages, exploring finite automata, nondeterministic finite automata, regular expressions, and the equivalence among these apparatuses. It explores state minimization and the Myhill-Nerode Theorem, offering techniques such as pumping lemmas to identify non-regular languages and using the Myhill-Nerode Theorem for non-regularity proofs. Additionally, the closure properties of regular languages are examined. Context-free languages are another focal point, where the text discusses context-free grammars, Chomsky normal form grammars, pushdown automata, and their equivalences. The book includes pumping lemmas and closure properties using CNF grammars and PDA analysis, as well as identifying non-context-free languages and understanding leftmost derivations. Turing machine models are thoroughly covered, with various models and simulations explained. The book outlines configurations, the Church-Turing Thesis, and differentiates between recursive and recursively enumerable languages.

Название: Accelerate Software Delivery with Shift-Left Testing
Автор: Nagappan Muthupalaniappan
Издательство: Independently published
Год: October 5, 2024
Страниц: 178
Язык: английский
Формат: pdf
Размер: 10.1 MB

Revolutionize your software development process with shift-left testing. In today's fast-paced digital landscape, delivering high-quality software rapidly is imperative. Accelerate Software Delivery with Shift-Left Testing provides a comprehensive roadmap for organizations seeking to transform their development processes. This practical guide empowers teams to embed quality into every stage of the software lifecycle, from inception to deployment. Discover how to break down silos, foster collaboration, and leverage automation to achieve unprecedented levels of speed, efficiency, and customer satisfaction. The software testing sector is expected to adopt novel approaches in the future, such as incorporating AI and ML into testing, putting more emphasis on security tests, and dealing with the issues that come up with new technologies like blockchain and the Internet of Things (IoT). The industry will be able to satisfy the constantly increasing demands of software development thanks to this continual innovation.

Название: Fundamentals of Robust Machine Learning: Handling Outliers and Anomalies in Data Science
Автор: Resve Saleh, Sohaib Majzoub, A.K.Md. Ehsanes Saleh
Издательство: Wiley
Год: 2025
Страниц: 409
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

An essential guide for tackling outliers and anomalies in Machine Learning and Data Science. In recent years, Machine Learning (ML) has transformed virtually every area of research and technology, becoming one of the key tools for data scientists. Robust Machine Learning is a new approach to handling outliers in datasets, which is an often-overlooked aspect of Data Science. Ignoring outliers can lead to bad business decisions, wrong medical diagnoses, reaching the wrong conclusions or incorrectly assessing feature importance, just to name a few. Fundamentals of Robust Machine Learning offers a thorough but accessible overview of this subject by focusing on how to properly handle outliers and anomalies in datasets. There are two main approaches described in the book: using outlier-tolerant ML tools, or removing outliers before using conventional tools. Balancing theoretical foundations with practical Python code, it provides all the necessary skills to enhance the accuracy, stability and reliability of ML models.

Название: Git Fundamentals for New Developers: A Practical Guide with Examples
Автор: William E. Clark
Издательство: Nobtrex L.L.C.
Год: 2025
Страниц: 273
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

"Git Fundamentals for New Developers: A Practical Guide with Examples" serves as an essential resource for those entering the realm of software development, focusing on the indispensable skills of version control. At the heart of this guide is Git, a widely-adopted version control system known for its powerful features that streamline collaboration and maintain project integrity. Through a clear, structured approach, this book offers both fundamental insights and advanced techniques, empowering new developers to harness the full potential of Git in their daily workflows. The book is meticulously structured to cover the entirety of Git's capabilities, starting with foundational concepts and gradually progressing to more complex topics. Readers will engage with the crucial elements of setting up Git, creating and managing repositories, and navigating both local and remote repositories. Each chapter is crafted to build upon the previous, providing a comprehensive understanding of Git's architecture, branching strategies, and merging practices. Practical exercises and real-world examples are interwoven throughout, ensuring readers can apply what they learn with confidence.