Название: Connecting Discrete Mathematics and Computer Science, 2nd Edition
Автор: David Liben-Nowell
Издательство: Cambridge University Press
Год: 2022
Страниц: 694
Язык: английский
Формат: pdf (true)
Размер: 41.6 MB

Computer Science (CS) majors taking a non-programming-based course like discrete mathematics might ask 'Why do I need to learn this?' Written with these students in mind, this text introduces the mathematical foundations of Computer Science by providing a comprehensive treatment of standard technical topics while simultaneously illustrating some of the broad-ranging applications of that material throughout the field. Chapters on core topics from discrete structures – like logic, proofs, number theory, counting, probability, graphs – are augmented with around 60 'Computer Science connections' pages introducing their applications: for example, game trees (logic), triangulation of scenes in computer graphics (induction), the Enigma machine (counting), algorithmic bias (relations), differential privacy (probability), and paired kidney transplants (graphs). Pedagogical features include 'Why You Might Care' sections, quick-reference chapter guides and key terms and results summaries, problem-solving and writing tips, 'Taking it Further' asides with more technical details, and around 1700 exercises, 435 worked examples, and 480 figures. This book is designed for an undergraduate student who has taken a Computer Science class or three. Most likely, you are a sophomore or junior prospective or current computer science major taking your first non-programming-based CS class. If you are a student in this position, you may be wondering why you’re taking this class (or why you have to take this class!). Computer Science students taking a class like this one sometimes don’t see why this material has anything to do with computer science—particularly if you enjoy CS because you enjoy programming.

Название: Optimization Algorithms: AI techniques for design, planning, and control problems (MEAP v11)
Автор: Alaa Khamis
Издательство: Manning Publications
Год: 2023
Страниц: 741
Язык: английский
Формат: pdf
Размер: 38.6 MB

Solve design, planning, and control problems using modern machine learning and AI techniques. Search and optimization algorithms are powerful tools that can help practitioners find optimal or near-optimal solutions to a wide range of design, planning and control problems. When you open a route planning app, call for a rideshare, or schedule a hospital appointment, an AI algorithm works behind the scenes to make sure you get an optimized result. This guide reveals the classical and modern algorithms behind these services. Without assuming any prior knowledge of search and optimization and with an intermediate knowledge of data structures and Python, this book has been written to take most anyone from never solving search and optimization problems to being a well-rounded search and optimization practitioner able to select, implement and adapt the right solver for the right problem. For managers or professionals involved in the high-level technological decisions at their workplace, these skills can be critical in understanding software-based approaches, their opportunities, and limitations when discussing process improvement. In contrast, IT professionals will find these skills more directly applicable when considering options for developing or selecting new software suites and technologies for in-house use. The following subsection describes the methodology we will follow throughout this book.

Название: Excel God: Python with VBA for Excel: Become an Excel God by Integrating VBA & Python in Excel
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 380
Язык: английский
Формат: pdf
Размер: 31.9 MB

Embark on a transformative journey into the world of spreadsheet mastery with "Excel God: Python with VBA in Excel," the ultimate guide for anyone looking to harness the full power of Microsoft Excel. This comprehensive tome is not just a book; it's a career accelerator that bestows you with the divine skills to become the omnipotent Excel user you've always aspired to be.

Название: Принятие решений в условиях неопределенности
Автор: Демидова Л.А., Кираковский В.В., Пылькин А.Н.
Издательство: М.: Горячая линия - Телеком
Год: 2012
Cтраниц: 288
Формат: pdf
Размер: 32 мб
Язык: русский

Рассмотрены методы и алгоритмы принятия решений в условиях неопределенности, основанные на комплексном использовании инструментария теории нечётких множеств и генетических алгоритмов, позволяющего устранить недостатки существующих аналогов, обеспечивая при этом высокую обоснованность и адекватность принимаемых решений.

Название: 12 Twisted Python Projects for Young Coders (MEAP v7)
Автор: Daniel Aldred
Издательство: Manning Publications
Год: 2023
Страниц: 260
Язык: английский
Формат: epub
Размер: 29.8 MB

12 Twisted Python Projects for Young Coders helps you take your next steps in Python by creating offbeat projects you’ll love to code. You’ll learn vital techniques for designing and developing Graphic User Interfaces (GUIs) that put a face on your Python apps. Use the open-source GUIZero library to build programs that prank your friends and amuse your family while upgrading your programming skills. Perfect for Python beginners, and kids big and small. The button, boxes, menus, and images on a Graphical User Interface (GUI) makes it easy for users to interact with a program. Python’s free, open source GUIZero library makes it easy to create GUIs for your applications. Built on the rock-solid Python Tkinter GUI, GUIZero is perfect for creating simple forms, games, and widgets. This book walks you through building these fun projects, such as the F.A.R.T soundbox, a personal timer, a BAE or Bust calculator, even a pixel painter. Each chapter presents a new and exciting project that is fun in its own right and teaches you programming skills in Python and guizero. Python is a popular and versatile coding language, and guizero is an easy way to create interactive graphical user interfaces, GUIs.

Название: React Web Development: Building Declarative, Efficient, and Flexible UI
Автор: Theophilus Edet
Издательство: CompreQuest Books
Серия: jаvascript Frameworks
Год: 2023
Страниц: 497
Язык: английский
Формат: pdf
Размер: 37.8 MB

Are you ready to revolutionize your approach to web development? Dive into the dynamic world of React with "React Web Development: Building Declarative, Efficient, and Flexible UI." This comprehensive guide is your ticket to mastering React, the game-changing jаvascript library that's reshaping the way we build modern user interfaces. In the ever-evolving landscape of web development, React stands out as a powerhouse, and this book is your key to unlocking its full potential. Learn why React is an indispensable tool in today's developer toolbox. Its declarative programming paradigm simplifies complex UI development, allowing you to build efficient and flexible applications with ease. React's versatility extends across various platforms, making it the go-to choice for creating everything from responsive single-page applications to feature-rich mobile apps. Discover the magic of declarative programming with React. Say goodbye to imperative coding struggles and embrace a paradigm that empowers you to describe the desired UI state, leaving React to handle the heavy lifting. Whether you're a seasoned developer or a newcomer to web development, this book breaks down complex concepts into digestible, practical examples, guiding you through the nuances of React's declarative nature.

Название: The Science of Deep Learning
Автор: Iddo Drori
Издательство: Cambridge University Press
Год: 2023
Страниц: 362
Язык: английский
Формат: pdf (true)
Размер: 41.0 MB

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies. prepared them for careers in Deep Learning, Machine Learning. Artificial Intelligence in top companies in industry and academia. The book begins by covering the foundations of Deep Learning, followed by key Deep Learning architectures. Subsequent parts on generative models and Reinforcement Learning may be used as part of a Deep Learning course or as part of a course on each topic. The book includes state of the art topics such as Transformers, graph neural networks, variational autoencoders. deep reinforcement learning, with a broad range of applications. The appendices provide equations for computing gradients in backpropagation and optimization. best practices in scientific writing and reviewing. The text presents an up to date guide to the field built upon clear visualizations using a unified notation and equations, lowering the barrier to entry for the reader. Hundreds of Python functions are automatically generated on each topic for each chapter by program synthesis using Deep Learning. All of the code is made available on the book’s website.

Название: Data Driven Guide for Python Programming: Master Essentials to Advanced Data Structures
Автор: Younes Hamdani
Издательство: Independently published
Год: October 18, 2023
Страниц: 378
Язык: английский
Формат: epub
Размер: 14.5 MB

Are you prepared to explore the exciting world of Python programming? Where you'll not only master essential skills but also navigate cutting-edge data structures. This book is your gateway to Python data expertise, regardless of whether you're a programmer aiming for greater efficiency, a data scientist in search of groundbreaking innovations, an analyst on a quest for hidden insights, or a developer striving to craft robust applications. Every concept you learn in this book is designed with examples and real-world applicability in mind. This book equips you with the skills to process data rapidly, write impeccable code, tackle intricate data issues, and translate raw data into actionable insights that can shape your world. For Every Data Enthusiast: Whether you're an aspiring coder, a seasoned programmer, or anyone in between, this book is tailored to elevate your Python game. Unleash Your Python Potential: Grasp the fundamentals of Python, traverse intricate data structures with ease, and evolve into a data-driven Python pro. Leverage Python's capabilities for efficient programming and data analysis. Unlock Python's data power and elevate your data-driven skills. Don't hesitate! Click 'Buy Now' and embark on your Python journey today.

Название: C++ How to Program: An Objects-Natural Approach, 11th Edition
Автор: Paul Deitel, Harvey Deitel
Издательство: Pearson Education
Год: 2024
Страниц: 1364
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

C++ How to Program: An Objects-Natural Approach is a code-intensive, modular introduction to C++ programming. The Deitel live-code approach presents concepts using full working programs rather than code snippets so that you can immediately start to run programs as you read. Interesting, entertaining and challenging examples, exercises and projects help you see how what you're learning applies to real-world scenarios. The 11th Edition presents new features of C++ 20 and even more hands-on application opportunities. Hundreds of new self-checks let you test your code and understanding of key concepts. New case studies and exercises focus on security, data science, ethics and more. This book is an introductory- through intermediate-level college textbook presentation of the C++20 version of C++ and its associated standard libraries, with a look toward C++23 and C++26. At the heart of the book is the Deitel signature live-code approach. Rather than code snippets, we show C++ as it’s intended to be used in the context of 255 complete, working, real-world C++ programs with live outputs.

Название: PowerShell Cookbook for Beginners: A Fat-Free Guide to PowerShell Concepts & Commands
Автор: Nicholas Marsh
Издательство: Fat Free Publishin
Год: 2023
Страниц: 500
Язык: английский
Формат: pdf
Размер: 48.7 MB

The “PowerShell Cookbook for Beginners” is designed to provide a quick and efficient way to learn PowerShell for individuals who possess a basic understanding of general system administration concepts. By the end of this book, you will have a comprehensive understanding of PowerShell cmdlets and options that can be used to administer Windows systems via the command line or scripts. In addition to covering hundreds of PowerShell commands, this book also provides dozens of sample scripts that solve common PowerShell deficiencies and annoyances. True to the “Fat-Free” style, you will find “PowerShell Cookbook for Beginners” to be a concise book without the “fluff” that is common in technology guides from other publishers.