Название: Quantitative Python: Unlocking Data's Potential with Precision: A Comprehensive guide to Python in Finance
Автор: Науdеn Vаn Dеr Роst
Издательство: Reactive Publishing
Год: 2024
Страниц: 587
Язык: английский
Формат: pdf
Размер: 27.7 MB

Unlock the full potential of Python in the quantitative realm with 'Quantitative Python,' your comprehensive guide to mastering data analysis, financial modeling, and statistical computing. Whether you're a finance professional, data analyst, or aspiring quant, this book offers a deep dive into the Python ecosystem, tailored for the intricacies of quantitative analysis. Expertly crafted, 'Quantitative Python' bridges the gap between programming theory and practical application, providing readers with actionable insights and techniques to tackle real-world data challenges. Through engaging examples, clear explanations, and hands-on exercises, you'll explore advanced libraries like NumPy, Pandas, and Matplotlib, and delve into complex concepts such as Machine Learning algorithms and predictive modeling, all with a focus on financial data. Don't just learn Python—master the art of quantitative analysis with 'Quantitative Python.' Embark on your journey to becoming a proficient Python quant and transform your analytical skills into valuable, marketable expertise.

Название: Python Journey: An Enterprise in code: Set out on an Energizing Travel Through Python Programming Challenges
Автор: Саrmеn J. Аndеrsоn
Издательство: Independently published
Год: 2024
Страниц: 100
Язык: английский
Формат: pdf
Размер: 14.9 MB

If you're a curious explorer who wants to embark on a transformative journey into the world of Python programming, Python Journey: An Enterprise in Code is your definitive guide. Written by Carmen J. Anderson, an experienced programmer and educator, this book is more than just a manual, it's a companion that guides you through the labyrinthine corridors of Python's syntax and semantics. Anderson explains complex concepts clearly and precisely, making them accessible to both beginners and experienced developers. Whether you're a beginner taking your first steps into the world of programming or an experienced programmer looking to improve your skills, Python Journey provides a comprehensive roadmap for navigating the complexities of Python programming. From basic syntax to advanced topics such as object-oriented programming and data analysis, every assignment is an opportunity to hone your skills and take your knowledge to a new level. But Python Journey is more than just a collection of programming exercises. This is a testament to the author's passion for empowering learners and fostering a community of passionate programmers. Whether you want to build scalable web applications, analyze large data sets, or automate tedious tasks, Python Journey provides the tools and tools to tackle any programming task with confidence and skill.

Название: Programming Machine Learning: Machine Learning Basics Concepts + Artificial Intelligence + Python Programming + Python Machine Learning
Автор: Каvishаnkаr Раnсhtilаk
Издательство: Kavis Web Designer
Год: 2024
Страниц: 558
Язык: английский
Формат: pdf
Размер: 37.0 MB

Machine Learning (ML) is basically that field of computer science with the help of which computer systems can provide sense to data in much the same way as human beings do. In simple words, ML is a type of Artificial Intelligence (AI) that extract patterns out of raw data by using an algorithm or method. The key focus of ML is to allow computer systems to learn from experience without being explicitly programmed or human intervention. This book will be useful for graduates, postgraduates, and research students who either have an interest in this subject or have this subject as a part of their curriculum. The reader can be a beginner or an advanced learner. This tutorial has been prepared for the students as well as professionals to ramp up quickly. This tutorial is a stepping stone to your Machine Learning journey. The reader must have basic knowledge of Artificial Intelligence. He/she should also be aware of Python, NumPy, Scikit-learn, Scipy, Matplotlib.

Название: Network programmability and Automation with Python: The Ultimate Guide to Network Programmability with Python! Python Scripting for Network Efficiency. Boost Network Efficiency and Agility with Python
Автор: Каtiе Мilliе
Издательство: Independently published
Серия: Python Trailblazer’s Bible
Год: 2024
Страниц: 272
Язык: английский
Формат: pdf
Размер: 30.6 MB

Conquer the Network Maze: Unleash Agility and Efficiency with Network Programmability and Automation with Python. Drowning in a sea of repetitive network configurations? Struggling to keep pace with the ever-growing demands of your network? Network Programmability and Automation with Python is your lifeline to freedom. This book isn't just another collection of scripts; it's a transformative guide that equips you with the knowledge and skills to revolutionize the way you manage your network. Master Python, the elegant and intuitive language perfectly suited for network automation. This book guides you from the ground up, even if you're new to coding. Essential Python Libraries for Network Warriors: Explore powerful libraries like Netmiko, Paramiko, and NAPALM, specifically designed to interact with network devices and automate tasks. Learn to leverage their functionalities to streamline your workflow. But this book is more than just tools and techniques. We equip you with the knowledge to build a robust and sustainable network automation framework. Network Programmability and Automation with Python isn't just about efficiency; it's about empowerment. This book equips you with the skills to become a network automation champion, driving agility, reliability, and efficiency into your network operations. Are you ready to break free from the manual maze and unleash the true potential of your network? Then dive into this book and unlock the power of Python-powered network automation!

Название: Python for Geometric Modeling: Quick Introduction and Step-by-Step Guide to CAD Applications
Автор: Rоnаld Маrtinоd, Dаniеl Соrrеа, Раоlа Vаllеjо
Издательство: Practical Books
Год: 2024
Страниц: 346
Язык: английский
Формат: pdf
Размер: 30.2 MB

The book gives a quick introduction to the fundamentals of geometric modeling through Python programming. It covers making parametric curves and surfaces. through, avoiding any overwhelming concepts. The book is filled with easy-to-understand code snippets, diagrams, exercises, and quick projects, making learning practical and accessible. By going through the content, you'll quickly get the hang of Python and be all set to use it for geometric modeling. After finishing the book, you'll have grasped the basics of geometric modeling. This knowledge helps you dive into more advanced projects, making it easier to pick up extra skills and insights along the way. What you will learn: Utilizing Colab effectively; Using Numpy, Matplotlib, and Plotly to plot geometric models; Modeling two-dimensional curves; Modeling three-dimensional curves, etc. This book is designed for Python developers at any level of experience with Python programming who want to learn geometric computer modeling, whether they are young, adults, professionals, or teachers. In addition, it is a book designed for beginners or novices in mathematical concepts.

Название: Mathematical Methods using Python: Applications in Physics and Engineering
Автор: Vаsilis Раgоnis, Сhristорhеr W. Кulр
Издательство: CRC Press
Год: 2024
Страниц: 505
Язык: английский
Формат: pdf (true)
Размер: 13.6 MB

This advanced undergraduate textbook presents a new approach to teaching mathematical methods for scientists and engineers. It provides a practical, pedagogical introduction to utilizing Python in Mathematical and Computational Methods courses. Both analytical and computational examples are integrated from its start. Each chapter concludes with a set of problems designed to help students hone their skills in mathematical techniques, computer programming, and numerical analysis. The book places less emphasis on mathematical proofs, and more emphasis on how to use computers for both symbolic and numerical calculations. It contains 182 extensively documented coding examples, based on topics that students will encounter in their advanced courses in Mechanics, Electronics, Optics, Electromagnetism, Quantum Mechanics etc. An introductory chapter gives students a crash course in Python programming and the most often used libraries (SymPy, NumPy, SciPy, Matplotlib). This is followed by chapters dedicated to differentiation, integration, vectors and multiple integration techniques. The next group of chapters covers complex numbers, matrices, vector analysis and vector spaces.

Название: Python GUI Development Using Qt: Build Intuitive and User-Friendly GUIs with Python and Qt - A Beginner's Guide. Build 10 Practical Python GUIs with Qt: A Project-Based Approach
Автор: Каtiе Мilliе
Издательство: Independently published
Серия: Python Trailblazer’s Bible
Год: 2024
Страниц: 202
Язык: английский
Формат: pdf
Размер: 22.0 MB

Unleash the Magic of Python GUI Development with Qt: Craft Stunning Desktop Apps That Captivate Users. Do your Python projects feel like hidden gems locked away in a command-line vault? Are you ready to unlock their true potential and bring them to life with visually stunning and user-friendly interfaces? Look no further than Python GUI Development Using Qt- your comprehensive guide to mastering the art of building captivating desktop applications. This book is more than just a collection of code snippets; it's a transformative journey that empowers you to fuse the elegance of Python with the cross-platform muscle of Qt. This book caters to both seasoned Python developers and curious beginners. We delve into the core concepts of user interface design, ensuring your applications are not only functional but also aesthetically pleasing and intuitive to use. You'll master essential GUI design principles, explore best practices for layout and interaction, and learn how to create applications that users will love to interact with. Python GUI Development Using Qt is your key to unlocking the full potential of your Python programming skills. Don't let your code languish in obscurity – transform it into captivating applications that users will love. Join us on this exciting journey and discover the world of desktop application development with Python and Qt!

Название: PyTorch for Natural Language Processing Mastery: Build powerful dialogue models with Python
Автор: Jаmеs Russеl
Издательство: Independently published
Год: 2024
Страниц: 100
Язык: английский
Формат: pdf
Размер: 12.7 MB

Dialogue systems are revolutionizing human-computer interaction, enabling us to interact with machines in a natural and engaging way. But what about open-domain systems? These are the future, capable of extended conversations on any topic, just like you would with a friend. This book empowers you to conquer the world of Natural Language Processing (NLP) with the powerful PyTorch framework. Unleash the ability to build sophisticated dialogue systems, chatbots, and other interactive language applications using Python! For developer eager to harness the power of NLP and PyTorch for building innovative language applications, researcher seeking to delve deeper into the world of open-domain dialogue systems and explore new possibilities, student passionate about NLP and ready to solidify your understanding with practical application, anyone fascinated by the future of AI and human-computer interaction, eager to unlock the potential of dialogue systems.

Название: Practical Python GUI Development with Exercises: 100+ Practical Python GUI Development Exercises. The Ultimate Exercise Guide for Python GUI Development!
Автор: Каtiе Мilliе
Издательство: Independently published
Серия: Python Trailblazer’s Bible
Год: 2024
Страниц: 268
Язык: английский
Формат: pdf
Размер: 28.8 MB

Bring Your Python Projects to Life: A Hands-on Guide to GUI Development with Exercises. Tired of burying your powerful Python code behind clunky command-line interfaces? Ready to craft intuitive and user-friendly applications that anyone can interact with? Then dive into Practical Python GUI Development with Exercises, your ultimate roadmap to mastering the art of building graphical user interfaces (GUIs) with Python! This book is more than just a theory dump. It's an action-packed journey that equips you with the skills and knowledge to transform your Python programs into visually stunning and interactive applications. Whether you're a seasoned developer or a curious beginner, this comprehensive guide will empower you to Master the Art of GUI Design: Learn the fundamental principles of user interface (UI) design, ensuring your applications are not only functional but also intuitive and aesthetically pleasing. Conquer Tkinter: Unleash the power of Tkinter, Python's built-in GUI library. Explore its widgets, layouts, event handling, and more, crafting pixel-perfect interfaces with ease. With Practical Python GUI Development with Exercises, you'll be well on your way to crafting user-friendly and visually stunning applications that elevate your Python programming to the next level.

Название: Learn Python Generative AI: Journey from autoencoders to transformers to large language models
Автор: Zоnunfеli Rаltе, Indrаjit Каr
Издательство: BPB Publications
Год: 2024
Страниц: 471
Язык: английский
Формат: pdf, epub
Размер: 16.5 MB

Learn to unleash the power of AI creativity. This book researches the intricate world of generative Artificial Intelligence, offering readers an extensive understanding of various components and applications in this field. The book begins with an in-depth analysis of generative models, providing a solid foundation and exploring their combination nuances. It then focuses on enhancing TransVAE, a variational autoencoder, and introduces the Swin Transformer in generative AI. The inclusion of cutting edge applications like building an image search using Pinecone and a vector database further enriches its content. The narrative shifts to practical applications, showcasing GenAI's impact in healthcare, retail, and finance, with real-world examples and innovative solutions. In the healthcare sector, it emphasizes AI's transformative role in diagnostics and patient care. In retail and finance, it illustrates how AI revolutionizes customer engagement and decision making. The book concludes by synthesizing key learnings, offering insights into the future of generative AI, and making it a comprehensive guide for diverse industries. Readers will find themselves equipped with a profound understanding of generative AI, its current applications, and its boundless potential for future innovations.