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Название: Mastering Python 3 Programming: Ultimate Guide to Learn Python Coding Fundamentals and Real-World Applications
Автор: Subburaj Ramasamy
Издательство: BPB Publications
Год: 2024
Страниц: 568
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Learn the nitty-gritty of Python 3 programming language by coding and executing programs seamlessly in a lucid manner. Python 3's clear and concise syntax and extensive collection of built-in libraries and frameworks make it a powerful and versatile programming language. This comprehensive guide, "Mastering Python 3 Programming", is designed to take you from the ground up to proficiency, equipping you to create effective Python programs. This book provides an extensive overview of Python programming, covering a diverse range of topics essential for understanding Python 3. Each chapter explores key concepts like Unicode strings, functions and recursions, lists, tuples, sets, and dictionaries, along with advanced topics such as object-oriented programming, file handling, exception handling, and more. With detailed explanations and real-life examples, you will be able to build a strong understanding of Python 3. Throughout the book, you will find useful concepts and Python libraries explained clearly, along with case studies, executable programs, exercises, and easy-to-follow style. This book focuses on real-world Python applications, developing critical thinking and problem-solving skills. It prepares students for Python challenges, equipping them to contribute meaningfully in their fields. With a deep understanding of Python, students gain confidence to explore new opportunities and drive innovation. The target audience for this book includes undergraduate students from diverse academic backgrounds, including life sciences, mathematics, commerce, management, arts, and individuals who are new to Computer Science.

Название: Responsible AI: Best Practices for Creating Trustworthy AI Systems (Final)
Автор: Qinghua Lu, Liming Zhu, Jon Whittle, Xiwei Xu
Издательство: Addison-Wesley Professional/Pearson
Год: 2024
Страниц: 314
Язык: английский
Формат: True PDF, True/Retail EPUB, Mobi
Размер: 10.1 MB

AI systems are solving real-world challenges and transforming industries, but there are serious concerns about how responsibly they operate on behalf of the humans that rely on them. Many ethical principles and guidelines have been proposed for AI systems, but they're often too 'high-level' to be translated into practice. Conversely, AI/ML researchers often focus on algorithmic solutions that are too 'low-level' to adequately address ethics and responsibility. In this timely, practical guide, pioneering AI practitioners bridge these gaps. The authors illuminate issues of AI responsibility across the entire system lifecycle and all system components, offer concrete and actionable guidance for addressing them, and demonstrate these approaches in three detailed case studies.

Название: PowerShell Advanced Cookbook: Enhance Your Scripting Skills and Master Powershell with 90+ Advanced Recipes
Автор: Morten Elmstrøm Hansen
Издательство: BPB Publications
Год: 2024
Страниц: 684
Язык: английский
Формат: epub (true)
Размер: 19.7 MB

Fully unleash your scripting powers and capabilities with PowerShell. PowerShell is a powerful scripting language, automation framework and command-line shell developed by Microsoft that is built on the .NET framework. It is an essential tool because it allows system administrators and developers to automate and optimize complex administrative tasks across multiple systems efficiently. PowerShell's deep integration with Windows and other Microsoft products makes it an invaluable tool for administrating, managing and optimizing Windows environments. Designed as a cookbook, this book enables readers to expand and build upon their current PowerShell knowledge and skillset. Topics covered in detail include creating PowerShell unit tests using Pester, managing and administrating Azure and AWS cloud services, remote script execution, Active Directory management, PowerShell desired state configuration and more. Each chapter includes recipes that delves into the topics, accompanied by code examples and walkthroughs. After reading this book, readers would have gained the knowledge and skills that will enable them to build better and more advanced scripts and applications while also understanding key principles of automation and optimization. This will also aid the readers to streamline processes and enhance administrative tasks more efficiently using PowerShell. This book is intended for developers and system administrators with a novice or intermediate understanding of PowerShell who are looking to advance their skills.

Название: Ultimate Python Programming: Learn Python with 650+ Programs, 900+ Practice Questions, and 5 Projects
Автор: Deepali Srivastava
Издательство: BPB Publications
Год: 2024
Страниц: 710
Язык: английский
Формат: pdf, epub (true)
Размер: 10.1 MB

Dive deep into the core concepts of Python. This book provides a comprehensive and thorough introduction to Python, a popular programming language used by various top companies across various domains. Whether you are a novice starting your programming journey or an experienced programmer looking to expand your skill set, this book is designed to assist you in mastering core Python concepts. Starting with the basics, this book guides you through the setup, basic commands, and key language rules. The book covers important ideas like different types of data, variables, and how to control the flow of your programs. You will also learn about collections for organizing data, functions for reusable code, modules for organizing bigger projects, and object-oriented programming for modeling real-world things. Advanced topics include customizing object behavior, efficient data processing, modifying function behavior, and handling errors gracefully. The book includes many figures and coding examples to give you a visual and hands-on experience. There are numerous exercises that provide opportunities to further reinforce your knowledge. By the end of this book, readers will develop a strong foundation in core Python and will gain the confidence to excel in their studies and professional work. This book can be used by anyone who wants to learn Python from scratch. It can be a valuable resource for engineering students and students from other streams who have Python as part of their curriculum. This book facilitates a swift introduction to the language for individuals aiming to transition into data science, AI, or ML.

Название: Advanced Python Guide: Master Concepts, Build Applications, and Prepare for Interviews
Автор: Kriti Kumari Sinha
Издательство: BPB Publications
Год: 2024
Страниц: 346
Язык: английский
Формат: epub (true)
Размер: 24.9 MB

Unlock your coding potential with Python! This book introduces Python, a flexible programming language. Master the fundamentals, then leverage Python's capabilities to solve problems, automate tasks, and bring your ideas to life. In today's tech-driven world, Python transforms you into a creator, not just a consumer. This comprehensive guide equips you with the fundamentals of Python programming, from installing it and setting up your environment to mastering core concepts like variables, data structures, functions, and object-oriented programming (OOP). Explore Python's standard library modules for common tasks like file handling and delve into writing clean Pythonic code using advanced techniques like list comprehensions. This book also covers optional advanced topics like concurrency, networking, and data science applications. Further, you will be able to ensure code quality with testing and debugging techniques mentioned in the book, and learn the best practices for a professional setup (PEP 8). Finally, apply your Python skills by building real-world projects, and prepare for Python developer interviews with confidence. With its clear explanations, technical accuracy, and focus on best practices, this book is your one-stop shop for mastering Python and unlocking its vast potential. This book is ideal for aspiring learners, professionals transitioning to Python, curious researchers, and students. No prior knowledge of Python is required.

Название: Excel & Python For Engineering & Construction: Industry Guide to the application of Python and Excel
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 253
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Are you an aspiring engineer or construction professional looking to sharpen your digital toolkit and gain a competitive edge in your field? Look no further. "Excel & Python for Engineering and Construction" is your comprehensive guide to mastering two of the most essential tools in the world of engineering. This expertly crafted book is meticulously designed for the introductory to intermediate user, making it the ideal skill-building companion for professionals and students alike. We understand that not everyone starts as an expert, and that's why we've taken a hands-on, step-by-step approach to help you build your proficiency from the ground up. Whether you're just starting your engineering journey or are a seasoned pro seeking to broaden your skill set, this book offers something for everyone. Excel and Python Integration: Discover the magic of combining these two powerful tools. Use Excel for data organization and visualization, while Python handles advanced data analysis and automation.

Название: AI in Clinical Practice: A Guide to Artificial Intelligence and Digital Medicine
Автор: Giampaolo Collecchia, Riccardo De Gobbi
Издательство: Academic Press/Elsevier
Год: 2024
Страниц: 180
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

AI in Clinical Practice: A Guide to Artificial Intelligence and Digital Medicine explains how Artificial Intelligence (AI) is applied to medicine, illustrating not only its enormous potential but also ancillary issues and the limits and risks inherent in its use on a large scale. The book focuses on the intersection between medicine and AI and its implications on the impact of human health care delivery. Topics discussed include wearable devices, health data, Internet of Things, virtual reality, robotic assistance system, and digital intelligence in the health sector. Additionally, sections discuss diagnostics and decision-making systems and machine/deep learning in clinical setting. This is a valuable resource for clinicians, researchers, students and members of the biomedical and medical fields who want to learn more about the use of AI to improve patient care.

Название: Python Finance: Harnessing the Power of Python for Financial Analysis and Investment Strategies: A Comprehensive Guide for 2024
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 615
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Unlock the full potential of Python in the world of finance with Python Finance: Harnessing the Power of Python for Financial Analysis and Investment Strategies. This comprehensive guide is your gateway to mastering the powerful capabilities of Python to revolutionize financial analysis and investment strategies. Authored by Hayden Van Der Post, a seasoned financial analyst and Python expert, this book provides a step-by-step approach to utilizing Python's robust libraries and tools to streamline financial data analysis, automate trading strategies, and enhance investment decision-making. In recent years, Python has emerged as the programming language of choice for quantitative analysts and financial engineers. Its simplicity, readability, and extensive library ecosystem make it ideal for developing and implementing quantitative models. Python's libraries, such as NumPy, Pandas, and SciPy, provide powerful tools for numerical computation, data analysis, and visualization, enabling quants to prototype and deploy models rapidly. Moreover, Python’s integration with other technologies, such as Machine Learning and Big Data platforms, allows for the development of sophisticated trading algorithms and risk management systems. Its versatility and ease of use have democratized access to quantitative finance, empowering a new generation of quants to innovate and explore. Whether you're a finance professional, a data scientist, or a programming enthusiast, Python Finance equips you with the knowledge and skills to stay ahead in the fast-paced world of finance. Transform your approach to financial analysis and investment with the cutting-edge techniques and insights found in this essential resource.

Название: R programming language For Beginners: Learn R Programming Language Tutorial
Автор: Kavi & Shila
Издательство: Kavi & Shila Book Publication House
Год: 2024
Страниц: 226
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Whether you're a student, researcher, or just someone curious about data, R programming can be your key to unlocking valuable insights. This book is designed to take you on a step-by-step journey from R novice to confident user. R is a programming language and software environment for statistical analysis, graphics representation and reporting. R was created by Ross Ihaka and Robert Gentleman at the University of Auckland, New Zealand, and is currently developed by the R Development Core Team. The core of R is an interpreted computer language which allows branching and looping as well as modular programming using functions. R allows integration with the procedures written in the C, C++, .Net, Python or FORTRAN languages for efficiency. R is freely available under the GNU General Public License, and pre-compiled binary versions are provided for various operating systems like Linux, Windows and Mac. R is free software distributed under a GNU-style copy left, and an official part of the GNU project called GNU S. R is a programming language and software environment for statistical analysis, graphics representation and reporting. As a conclusion, R is the world's most widely used statistical programming language. It's the # 1 choice of data scientists and supported by a vibrant and talented community of contributors. R is taught in universities and deployed in mission critical business applications. This tutorial will teach you R programming along with suitable examples in simple and easy steps.

Название: Ansible DevOps Cookbook: End-to-end automation solutions including setup, playbooks, cloud services, CI/CD integration, and ansible tower management
Автор: Thorne Montgomery
Издательство: GitforGits
Год: 2024
Страниц: 449
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

A collection of over seventy-five solution-focused recipes, "Ansible DevOps Cookbook" will show you how to use Ansible to fix problems, simplify operations, and boost the efficiency of your DevOps practices. You should start by creating an efficient inventory system, configuring control and managed nodes, and setting up your Ansible environment. You can implement effective solutions such as handling more complex playbook techniques, such as working with variables, facts, conditionals, loops, and more. You will be skillful to organize playbooks and create reusable automation with Ansible roles. You can increase your automation capabilities by accessing community-driven content through Ansible Galaxy, which is explained in the book. When it comes to cloud integration, the book goes into great detail on how to automate deployments on AWS, Azure, and GCP. These recipes show how to use Ansible modules for managing and provisioning cloud infrastructure, so you can manage resources efficiently and ensure high availability and performance. Ansible, Jenkins, and GitLab are among the many of the tools covered in this book, which teaches you to automate the build, test, and deployment pipeline as part of continuous integration and continuous delivery. This book's practical, real-world solutions will help you improve your DevOps practices and maximize the effectiveness of Ansible in your automation processes.