Название: GitHub For Dummies, 2nd Edition
Автор: Sarah Guthals
Издательство: For Dummies
Год: 2023
Страниц: 355
Язык: английский
Формат: pdf (true), epub
Размер: 60.5 MB

Welcome to the world of collaborative coding! Whether you’re just starting your coding journey, building fairly complex programs, or building with a team of people, this book guides you in using one of the most used tools for collaborative code-writing: GitHub.com. For today’s coders, GitHub is a must. The world’s largest software development platform, GitHub helps developers store, track, and collaborate on software projects. In this easy-to-follow Dummies guide, you’ll find insight into creating repositories, establishing projects, collaborating, incorporating open-source resources, and establishing yourself as a valued member of the GitHub community. With a working knowledge of GitHub, you’ll be a better, more employable programmer. The simple instructions and interactive examples in this book will get you there quickly. You’ve learned how to write a little code - now learn how to share it with GitHub.

Название: Computational Techniques for Text Summarization based on Cognitive Intelligence
Автор: V. Priya, K. Umamaheswari
Издательство: CRC Press
Год: 2023
Страниц: 229
Язык: английский
Формат: pdf (true)
Размер: 12.3 MB

The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text summarization using Computational Intelligence (CI) techniques including cognitive approaches. This book offers a thorough examination of the state-of-the-art methods to describe text summarization. For both extractive summarizing tasks and abstractive summary tasks, the reader will discover in-depth treatment of several methodologies utilizing Machine Learning (ML), Natural Language Processing (NLP), and data mining techniques. Additionally, it is shown how summarizing methodologies can be used in a variety of applications, including healthcare and social media domain along with the possible research directions and future scope. NLTK is an acronym for Natural Language Toolkit. It is the most commonly used Python package for handling human language data. It includes libraries for categorization, tokenization, stemming, tagging, parsing, and other text processing tasks. For text summarization, the NLTK employs the TF-IDF approach.

Название: Natural Language Processing Practical using Transformers with Python
Автор: Tony Snake
Издательство: Independently published
Год: December 9, 2022
Страниц: 275
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Learn how you can perform named entity recognition using HuggingFace Transformers and spaCy libraries in Python. Named Entity Recognition (NER) is a typical natural language processing (NLP) task that automatically identifies and recognizes predefined entities in a given text. Entities like person names, organizations, dates and times, and locations are valuable information to extract from unstructured and unlabeled raw text. At the end of this tutorial, you will be able to perform named entity recognition on any given English text with HuggingFace Transformers and SpaCy in Python. SpaCy is an open-source library in Python for advanced Natural Language Processing (NLP). It is built on the latest research and designed to be used in real-world products. We'll be using two NER models on SpaCy, namely the regular en_core_web_sm and the transformer en_core_web_trf. We'll also use spaCy's NER amazing visualizer.

Название: Foundations of ARM64 Linux Debugging, Disassembling, and Reversing: Analyze Code, Understand Stack Memory Usage, and Reconstruct Original C/C++ Code with ARM64
Автор: Dmitry Vostokov
Издательство: Apress
Год: 2023
Страниц: 180
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Gain a solid understanding of how Linux C and C++ compilers generate binary code. This book explains the reversing and binary analysis of ARM64 architecture now used by major Linux cloud providers and covers topics ranging from writing programs in assembly language, live debugging, and static binary analysis of compiled C and C++ code. It is ideal for those working with embedded devices, including mobile phones and tablets. Using the latest version of Red Hat, you'll look closely at the foundations of diagnostics of core memory dumps, live and postmortem debugging of Linux applications, services, and systems. You'll also work with the GDB debugger and use it for disassembly and reversing. This book uses practical step-by-step exercises of increasing complexity with explanations and many diagrams, including some necessary background topics. In addition, you will be able to analyze such code confidently, understand stack memory usage, and reconstruct original C/C++ code.

Название: Artificial Intelligence in Cyber-Physical Systems Principles and Applications
Автор: Anil Kumar Sagar, Parma Nand, Neetesh Kumar
Издательство: CRC Press
Год: 2023
Страниц: 333
Язык: английский
Формат: pdf (true)
Размер: 17.5 MB

The cyber- physical systems (CPS) is an emerging computing concept that opened many research domains for academicians and industries worldwide. In our present living and future prospect everywhere, dependency on Artificial Intelligence (AI) and Internet of Things (IoT) increases tremendously. In each aspect, our applications are becoming smart and intelligent based. Applications of IoT include smart cities, agriculture, healthcare, home automation, water supply management, intelligent vehicles, etc. With the help of wireless communications, IoT is easily manageable for all of us.

Название: Practical Ethical Hacking with Python: Develop your own ethical hacking tools using Python
Автор: Tony Snake
Издательство: Independently published
Год: 2022
Страниц: 289
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

This book includes almost everything you need to start a job as a Python instructor. Learn how to make a password generator in Python with the ability to choose the length of each character type using the built-in random, string and argparse modules. Password generators are tools that allow the user to create random and customized strong passwords based on preferences. In this tutorial, we will make a command-line tool in Python for generating passwords. We will use the argparse module to make it easier to parse the command line arguments the user has provided. This book is highly appealing to all tech-savvy students, programming enthusiasts, IT graduates, and computer science professionals who want to build strong proficiency in building Python applications. Prior understanding of Python basic coding concepts like variables, expressions, and control structures is required to begin with this book. You can also read Basic Core Python.

Название: Scaling Python with Ray: Adventures in Cloud and Serverless Patterns (Final Release)
Автор: Holden Karau, Boris Lublinsky
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 269
Язык: английский
Формат: True/Retail PDF EPUB
Размер: 10.19 MB

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, authors Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while avoiding single points of failure and manual scheduling. If your data processing has grown beyond what a single computer can handle, this book is for you.

Название: Artificial Intelligence: An overview from the human and robot perspectives
Автор: Rafael Uribe
Издательство: Independently published
Год: 2022
Страниц: 204
Язык: английский
Формат: pdf, mobi
Размер: 10.2 MB

Artificial Intelligence (AI) is a technology that enables machines to perform tasks that would normally require human intelligence, such as reasoning and learning. Thanks to AI, machines can make decisions and perform tasks autonomously, allowing them to come up with innovative solutions to a wide variety of problems. This book is precisely the result of joint work between man and machine. The author was leading a conversation with ChatGPT, an automated dialog interface trained with a large amount of data that helped him generate the content of the book in one day! This technology has amazed the world with its capabilities, and as an AI enthusiast, I am excited to share this experience and knowledge of the most capable AI automatic dialogue system to date with you in this book.

Название: Julia for Beginners : From Romans to Rockets
Автор: Erik Engheim
Издательство: Leanpub/Sixty North AS
Год: 2020
Страниц: 474
Язык: английский
Формат: pdf (true), epub
Размер: 16.3 MB

Learn the hot new programming language for Data Science and Machine Learning. Julia is an easy to use, high performance, general programming language. You can use Julia for anything from simple scripting to writing a climate model running on a super computer. A beginner-friendly guide to the Julia programming language. Julia is an exciting, young programming language rapidly gaining popularity in the areas of Data Science, Machine Learning and High-Performance Computing. While Julia is exceptionally good in these areas, we believe Julia is also an exceptionally powerful general purpose programming language and believe there should be a book teaching Julia to beginners or experienced developers alike.

Название: Research Anthology on Agile Software, Software Development, and Testing, Vol. 3
Автор: Mehdi Khosrow (Editor)
Издательство: IGI Global/Engineering Science Reference
Год: 2022
Страниц: 2206
Язык: английский
Формат: pdf (true)
Размер: 54.3 MB

This reference book covers emerging trends of software development and testing, discussing the newest developments in Agile software and its usage spanning multiple industries, covering topics such as global software engineering, knowledge management, and product development. Software development continues to be an ever-evolving field as organizations require new and innovative programs that can be implemented to make processes more efficient, productive, and cost-effective. Agile practices particularly have shown great benefits for improving the effectiveness of software development and its maintenance due to their ability to adapt to change. It is integral to remain up to date with the most emerging tactics and techniques involved in the development of new and innovative software.