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 Название: Python 3 Using ChatGPT / GPT-4
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 202
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
This book is intended primarily for people who want to learn both Python 3 and how to use ChatGPT with Python. Chapter One begins with an introduction to fundamental aspects of Python programming, including various data types, number formatting, Unicode and UTF-8 handling, and text manipulation techniques. Later, the book covers loops, conditional logic, and reserved words in Python. You will also see how to handle user input, manage exceptions, and work with command-line arguments. Next, the text transitions to the realm of Generative AI, discussing its distinction from Conversational AI. Popular platforms and models, including ChatGPT, GPT-4, and their competitors, are presented to give readers an understanding of the current AI landscape. The book also sheds light on the capabilities of ChatGPT, its strengths, weaknesses, and potential applications. In addition, you will learn how to generate a variety of Python 3 code samples via ChatGPT using the "Code Interpreter" plugin. Code samples and figures from the book are available for downloading. In essence, the book provides a modest bridge between the worlds of Python programming and AI, aiming to equip readers with the knowledge and skills to navigate both domains confidently. | |
Разместил: Ingvar16 15-12-2023, 19:41 | Комментарии: 0 | Подробнее
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 Название: Statistics Using Python
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 273
Язык: английский
Формат: pdf (true)
Размер: 18.0 MB
This book is designed to offer a fast-paced yet thorough introduction to essential statistical concepts using Python code samples, and aims to assist data scientists in their daily endeavors. The ability to extract meaningful insights from data requires a deep understanding of statistics. The book ensures that each topic is introduced with clarity, followed by executable Python code samples that can be modified and applied according to individual needs. Topics include working with data and exploratoryanalysis, the basics of probability, descriptive and inferential statistics and their applications, metrics for data analysis, probability distributions, hypothesis testing, and more. Appendices on Python and Pandas have been included. From foundational Python concepts to the intricacies of statistics, this book serves as a comprehensive resource for both beginners and seasoned professionals. | |
Разместил: Ingvar16 15-12-2023, 19:16 | Комментарии: 0 | Подробнее
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 Название: Python 3 and Feature Engineering
Автор: Oswald Campesato
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 229
Язык: английский
Формат: pdf (true)
Размер: 10.7 MB
This book is designed for data scientists, machine learning practitioners, and anyone with a foundational understanding of Python 3.x. In the evolving field of data science, the ability to manipulate and understand datasets is crucial. The book offers content for mastering these skills using Python 3. The book provides a fast-paced introduction to a wealth of feature engineering concepts, equipping readers with the knowledge needed to transform raw data into meaningful information. Inside, you’ll find a detailed exploration of various types of data, methodologies for outlier detection using Scikit-Learn, strategies for robust data cleaning, and the intricacies of data wrangling. The book further explores feature selection, detailing methods for handling imbalanced datasets, and gives a practical overview of feature engineering, including scaling and extraction techniques necessary for different machine learning algorithms. It concludes with a treatment of dimensionality reduction, where you’ll navigate through complex concepts like PCA and various reduction techniques, with an emphasis on the powerful Scikit-Learn framework. | |
Разместил: Ingvar16 15-12-2023, 18:49 | Комментарии: 0 | Подробнее
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 Название: Productizing Quantum Computing: Bring Quantum Computing Into Your Organization
Автор: Dhairyya Agarwal, Shalini D, Srinjoy Ganguly
Издательство: Apress
Год: 2024
Страниц: 174
Язык: английский
Формат: pdf
Размер: 22.2 MB
Leverage the benefits of Quantum Computing by identifying business use cases and understanding how to design and develop quantum products and services. This book will guide you to effectively productize quantum computing, including best practices, recommendations, and proven methods to help you navigate the challenges and risks of this emerging technology. The book starts with a thorough introduction to quantum computing, followed by its various algorithms and applications. You will then learn how to build a strong foundation in classical computing, seek practical experience, and stay up-to-date with the latest developments in the field. Moving forward, you will gain an understanding of how to conduct market research to identify business opportunities for quantum computing products and services. The authors then guide you through the process of developing a quantum roadmap and integrating quantum computing into an existing system. This is concluded by a demonstration of how to manage quantum computing projects and how to address their risks and challenges. After reading this book, you will understand quantum computing and how it can be applied to real-world business problems. For product managers, developers, and entrepreneurs who wish to use the potential of Quantum Computing for their businesses. | |
Разместил: Ingvar16 15-12-2023, 18:12 | Комментарии: 0 | Подробнее
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Название: Word 2021 в примерах
Автор: Осипов Е.А., Карчевский Е.М., Филиппов И.Е.
Издательство: Казань: Казанский университет
Год: 2022
Формат: pdf
Страниц: 120
Размер: 12 mb
Язык: Русский
В пособии рассмотрены задачи по созданию, редактированию и обработке текстовых и графических данных с применением текстового редактора Microsoft Word 2021 из пакета прикладного программного обеспечения Microsoft Office 2021 под управлением операционной системы Windows.
Учебное пособие предназначено для студентов вузов, аспирантов и преподавателей. | |
Разместил: na5ballov 15-12-2023, 11:19 | Комментарии: 0 | Подробнее
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 Название: Molecular Networking: Statistical Mechanics in the Age of AI and Machine Learning
Автор: Caroline Desgranges, Jerome Delhommelle
Издательство: CRC Press
Год: 2024
Страниц: 249
Язык: английский
Формат: pdf (true)
Размер: 26.8 MB
The book builds on the analogy between social groups and assemblies of molecules to introduce the concepts of statistical mechanics, Machine Learning and Data Science. Applying a data analytics approach to molecular systems, we show how individual (molecular) features and interactions between molecules, or "communication" processes, allow for the prediction of properties and collective behavior of molecular systems - just as polling and social networking shed light on the behavior of social groups. Applications to systems at the cutting-edge of research for biological, environmental, and energy applications are also presented. Social networks, Machine Learning, and Artificial Intelligence (AI) have become part of our daily lives. We live in an era where data analysis is present in all aspects of society and a driving force for many decisions that impact our present and future. While statistics have long played a significant role in numbers-driven domains, the development of novel machine learning algorithms, combined with the increase in computing performance and data storage, has led to a paradigm shift in how we approach and address challenges. For instance, in human health, the concept of precision medicine, which considers the individual features of a patient, has emerged as a promising alternative to one-size-fits-all medical treatments. Similarly, the sampling of opinion through polling methods had been for decades a staple of, for example, commercial and political analyses. It is now complemented by the analysis of data from social networks, which provide a window into human interactions and the interrelation between individual and collective responses. | |
Разместил: Ingvar16 15-12-2023, 05:36 | Комментарии: 0 | Подробнее
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 Название: Python for Teenagers: Learn to Program like a Superhero!, 2nd Edition
Автор: James R. Payne
Издательство: Apress
Год: 2024
Страниц: 329
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB
This book, which is designed for middle-school through college-aged students, will arm beginners with solid programming foundations they can carry throughout life. It uses fun and simple language (and programming examples) to teach the fundamentals needed to start the down path of becoming a programmer. Python is a highly flexible language, allowing developers to enter any number of technical fields and is a welcome addition to any resume. With its low learning curve, it makes a great introductory language, as new developers can take the coding fundamentals they learn in Python and apply them to any other language. The second edition builds upon the foundation of the first book, revising all the chapters where the language has changed, updating the commands, code, and examples to bring it up to date with the current version of Python.Since Python is the most popular programming language in the world and can be used in conjunction with other languages - across multiple platforms - it can increase the reader's ability to qualify for a wider range of jobs than other languages. The book’s target audience is primarily middle school to college aged students looking to learn how to program computers and develop software. Older individuals and computer programmers who know other languages and want to add Python to their repertoire can also benefit from the book. | |
Разместил: Ingvar16 14-12-2023, 17:15 | Комментарии: 0 | Подробнее
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 Название: Python Programming for Beginners: New Version 2024
Автор: Alexander Peterson
Издательство: Independently published
Год: 2023
Страниц: 564
Язык: английский
Формат: pdf
Размер: 56.6 MB
Are you a novice yearning to unlock the world of Python programming? Do you find existing learning resources too laden with errors and lacking in-depth explanations? Are you seeking a roadmap to swiftly master Python's intricacies without succumbing to a tedious read? If you nodded to any of these questions, we've created "Python Programming for Beginners" just for you. Dive Into the World of Python with Confidence: This book serves as your trusty companion, taking you on an exhilarating journey from Python neophyte to programming virtuoso. We understand that errors and dull narratives can be major roadblocks. That's why our book prides itself on precision and engaging prose. Our aim is to turn you into a Python expert within the shortest time. Empower yourself with Python programming skills, equip yourself with the best resources, and seize the world of possibilities that coding with Python has to offer. We invite you to join the legions of Python programmers who have transformed their lives and careers. In your hands, you hold more than just a book; you have a key to unlock endless doors of creativity, innovation, and technology. Embark on this exciting journey with us. Welcome to the world of Python. | |
Разместил: Ingvar16 14-12-2023, 08:09 | Комментарии: 0 | Подробнее
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 Название: Bio Informatics: A practical approach with Python
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 380
Язык: английский
Формат: pdf
Размер: 49.6 MB
Unlock the power of Python to handle bioinformatics challenges with our comprehensive guide, "Bioinformatics: A Practical Guide with Python." This book is tailored for biologists, researchers, and data scientists eager to deploy Python's flexibility and efficiency for biological data analysis. Key Points: - Dive into a plethora of real-world examples that demonstrate the application of Python in solving complex bioinformatics problems, allowing you to translate these scenarios directly to your work; - Each concept is accompanied by practical Python code examples that are designed for immediate use and integration into your projects. The book paves a learning path from basic to advanced levels, ensuring an in-depth understanding of bioinformatics analysis. - Whether you are beginning to explore the field of bioinformatics or looking to refine your data analysis skills, this book offers a step-by-step guide through the multifaceted uses of Python in bioinformatics. - Benefit from additional resources like datasets, advanced algorithms, and supplementary materials that support your journey through the book. | |
Разместил: Ingvar16 14-12-2023, 07:24 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence and Knowledge Processing: Methods and Applications
Автор: Hemachandran K., Raul V. Rodriguez, Umashankar Subramaniam
Издательство: Bentham Science Publishers
Год: 2023
Страниц: 241
Язык: английский
Формат: pdf (true)
Размер: 38.8 MB
Artificial Intelligence and Knowledge Processing: Methods and Applications demonstrates the transformative power of Artificial Intelligence (AI) in our lives. The book is a collection of 14 edited reviews that cover a wide range of topics showcasing the application of AI and Machine Learning to create knowledge, and facilitate different processes. The book starts by illuminating how AI is employed in robotics, IoT, marketing, and operations. It showcases how AI extracts insights from big data, optimizes museum management, and empowers automated garden path planning using reinforcement learning. The book also explores how AI can be used to predict heart disease using artificial neural networks. Furthermore, the book underscores how AI predicts crop suitability, manages crop systems, and can even help to detect violence in using computer vision. Chapters highlight specific techniques or systems such as recommendation systems and Reinforcement Learning where appropriate. The Naive Bayes algorithm is a supervised learning algorithm that is used to solve classification problems and is based on Bayes' theorem. It is one of the simplest and most effective classification algorithms, assisting in the development of fast Machine Learning models which are capable of making quick predictions. Python will be used during coding in this book due to its popularity in AI and IoT platforms. To do AI/ML analytics on the data, specific supporting libraries like NumPy, Pandas, SciPy, Keras, and TensorFlow will be required. We'll be using Seaborn and Matplotlib for visualisation. | |
Разместил: Ingvar16 14-12-2023, 06:47 | Комментарии: 0 | Подробнее
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