Название: Python for Data Science For Dummies, 3rd Edition
Автор: John Paul Mueller, Luca Massaron
Издательство: For Dummies
Год: 2024
Страниц: 467
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Let Python do the heavy lifting for you as you analyze large datasets. Python for Data Science For Dummies lets you get your hands dirty with data using one of the top programming languages. This beginner’s guide takes you step by step through getting started, performing data analysis, understanding datasets and example code, working with Google Colab, sampling data, and beyond. Coding your data analysis tasks will make your life easier, make you more in-demand as an employee, and open the door to valuable knowledge and insights. This new edition is updated for the latest version of Python and includes current, relevant data examples. The main purpose of Python for Data Science For Dummies, 3rd Edition, is to take the scare factor out of Data Science by showing you that data science is not only really interesting but also quite doable using Python. You may assume that you need to be a computer science genius to perform the complex tasks normally associated with data science, but that’s far from the truth. Python comes with a host of useful libraries that do all the heavy lifting for you in the background. You don’t even realize how much is going on, and you don’t need to care. All you really need to know is that you want to perform specific tasks, and Python makes these tasks quite accessible.

Название: Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing
Автор: Walayat Hussain, Honghao Gao, Fethi Rabhi, Luis Martínez
Издательство: CRC Press
Год: 2024
Страниц: 127
Язык: английский
Формат: pdf (true), djvu
Размер: 10.1 MB

The rapidly evolving business and technology landscape demands sophisticated decision-making tools to stay ahead of the curve. Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing is a cutting-edge technical guide exploring the latest decision-making technology advancements. This book provides a comprehensive overview of Machine Learning algorithms and examines their applications in complex decision-making systems in a service-oriented framework. The authors also delve into service-oriented computing and how it can be used to build complex systems that support decision making. Many real-world examples are discussed in this book to provide a practical insight into how discussed techniques can be applied in various domains, including distributed computing, cloud computing, IoT and other online platforms. This book discusses various topics, including Fuzzy Decisions, ELICIT, OWA aggregation, Directed Acyclic Graph, RNN, LSTM, GRU, Type-2 Fuzzy Decision, Evidential Reasoning algorithm and robust optimisation algorithms.

Название: Artificial Intelligence and Machine Learning in the Thermal Spray Industry: Practices, Implementation, and Challenges
Автор: Lalit Thakur, Hitesh Vasudev, Jashanpreet Singh
Издательство: CRC Press
Год: 2024
Страниц: 139
Язык: английский
Формат: pdf (true)
Размер: 26.3 MB

This book details the emerging area of the induction of expert systems in thermal spray technology, replacing traditional parametric optimization methods like numerical modeling and simulation. It promotes, enlightens, and hastens the digital transformation of the surface engineering industry by discussing the contribution of expert systems like Machine Learning (ML) and Artificial Intelligence (AI) toward achieving durable Thermal Spray (TS) coatings. Artificial Intelligence and Machine Learning in the Thermal Spray Industry: Practices, Implementation, and Challenges highlights how AI and ML techniques are used in the TS industry. It sheds light on AI’s versatility, revealing its applicability in solving problems related to conventional simulation and numeric modeling techniques. This book combines automated technologies with expert machines to show several advantages, including decreased error and greater accuracy in judgment, and prediction, enhanced efficiency, reduced time consumption, and lower costs. Specific barriers preventing AI’s successful implementation in the TS industry are also discussed.

Название: Think Python: How To Think Like a Computer Scientist, 3rd Edition (Early Release)
Автор: Allen B. Downey
Издательство: O’Reilly Media, Inc.
Год: 2023-10-09
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.2 MB

Python is an excellent way to get started in programming, and this clear, concise guide walks you through Python a step at a time—beginning with basic programming concepts before moving on to functions, data structures, and object-oriented design. This revised third edition reflects the growing role of large language models (LLMs) in programming and includes exercises on effective LLM prompts, testing code, and debugging skills.

Название: Developing Apps with GPT-4 and ChatGPT: Build Intelligent Chatbots, Content Generators, and More
Автор: Olivier Caelen, Marie-Alice Blete
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 160
Язык: английский
Формат: pdf (true), epub (true)
Размер: 11.8 MB

This minibook is a comprehensive guide for Python developers who want to learn how to build applications with large language models. Authors Olivier Caelen and Marie-Alice Blete cover the main features and benefits of GPT-4 and ChatGPT and explain how they work. You'll also get a step-by-step guide for developing applications using the GPT-4 and ChatGPT Python library, including text generation, Q&A, and content summarization tools. Written in clear and concise language, Developing Apps with GPT-4 and ChatGPT includes easy-to-follow examples to help you understand and apply the concepts to your projects. Python code examples are available in a GitHub repository, and the book includes a glossary of key terms. Ready to harness the power of large language models in your applications? This book is a must. This book is designed to be accessible to all, but some basic Python knowledge is preferred. Through clear explanations, example projects, and step-by-step instructions, we invite you to discover with us how GPT-4 and ChatGPT can transform the way we interact with machines.

Название: Numerical Techniques in MATLAB: Fundamental to Advanced Concepts
Автор: Taimoor Salahuddin
Издательство: CRC Press
Год: 2024
Страниц: 268
Язык: английский
Формат: pdf (true), epub (true)
Размер: 12.2 MB

In this book, various numerical methods are discussed in a comprehensive way. It delivers a mixture of theory, examples and MATLAB practicing exercises to help the students in improving their skills. To understand the MATLAB programming in a friendly style, the examples are solved. The MATLAB codes are mentioned in the end of each topic. Throughout the text, a balance between theory, examples and programming is maintained. This book has been designed specifically for research scholars who want to study and apply numerical methods in science and engineering by using MATLAB®. The language is comprehensive and sufficient explanation is provided so that scholars can get insight into the numerical techniques and understand them easily. I have been teaching this subject for the last six years and have witnessed that many students are facing problems understanding MATLAB. By keeping this in mind, I have written this book so that any science or engineering scholar can easily solve problems through MATLAB. The numerical methods are explained; however, the main theme is to objectify use of numerical methods through MATLAB software. Every presented method has been explained with examples. The main steps which are kept in mind for MATLAB programming are elaborated in the form of an algorithm and the codes are developed.

Название: C++. Базовый курс CD (+код)
Автор: Шилдт Герберт
Издательство: М.: Вильямс
Год: 2010
Формат: pdf
Страниц: 624
Размер: 11 mb
Язык: русский

В этой книге описаны все основные средства языка С++ - от элементарных понятий до супервозможностей. После рассмотрения основ программирования на C++ (переменных, операторов, инструкций управления, функций, классов и объектов) читатель освоит такие более сложные средства языка, как механизм обработки исключительных ситуаций (исключений), шаблоны, пространства имен, динамическая идентификация типов, стандартная библиотека шаблонов (STL), а также познакомится с расширенным набором ключевых слов, используемым в .NET-программировании. Автор справочника - общепризнанный авторитет в области программирования на языках C и C++, Java и C# - включил в текст своей книги и советы программистам, которые позволят повысить эффективность их работы.
Книга рассчитана на широкий круг читателей, желающих изучить язык программирования С++.

Название: Fundamentals of Quantum Computing: An Analogy-Based Guide
Автор: Kevin Taylor
Издательство: Independently published
Год: 2023
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Starting with the basics of quantum mechanics, this book builds a strong foundation for understanding the core principles of quantum computing, ensuring that readers with no prior knowledge can follow along, via heavy use of analogies and very little complicated mathematics. The book explores a vast range of material, from quantum natural language processing networks to the gritty details of how qubits are modified in quantum algorithms. Quantum computing may seem to most a heavy, tedious, and infinitely abstract field. However, as daunting as it may be, the field of quantum computing holds the answers for some of the world’s most complex problems, problems that choke up even the most powerful supercomputers. This isn’t to say quantum computers are objectively superior to classical computers, but simply different. If classical computers were cars, quantum computers would be planes. In some cases, it makes sense to use the car – it can be impractical to take a plane for the 3 miles you need to travel. Sometimes, though, it makes sense to fly for a few hours instead of trying to drive across an entire continent. Of course, this analogy is a simplification of the differences between the two, but it still serves as an important boundary nonetheless.

Название: Создание Windows-приложений в среде Delphi
Автор: Федотова С.В.
Издательство: СОЛОН-Пресс
Год: 2016
Cтраниц: 220
Формат: pdf
Размер: 32 мб
Язык: русский

Учебное пособие «Создание Windows-приложений в среде Delphi» предназначено для учащихся средних школ, студентов технических вузов, преподавателей информатики. Данный курс программирования предполагает последовательное изучение материала от простого к сложному. Читателю, впервые приступившему к изучению темы, предлагаются все необходимые сведения для понимания и соответствующей организации процесса программирования при создании Windows-приложения.

Название: Scaling Python with Dask: From Data Science to Machine Learning (Final)
Автор: Holden Karau, Mika Kimmins
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 226
Язык: английский
Формат: True PDF, True EPUB (Retail Copy)
Размер: 17.5 MB

Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including NumPy, Pandas, and Scikit-learn. We wrote this book for data scientists and data engineers familiar with Python and pandas who are looking to handle larger-scale problems than their current tooling allows. Current PySpark users will find that some of this material overlaps with their existing knowledge of PySpark, but we hope they still find it helpful, and not just for getting away from the Java Virtual Machine (JVM). Dask is a framework for parallelized computing with Python that scales from multiple cores on one machine to data centers with thousands of machines. Authors Holden Karau and Mika Kimmins show you how to use Dask computations in local systems and then scale to the cloud for heavier workloads. This practical book explains why Dask is popular among industry experts and academics and is used by organizations that include Walmart, Capital One, Harvard Medical School, and NASA.