Название: Portfolio Optimization with Python: Code your way to Portfolio Optimization
Автор: Hayden Van Der Post, Alice Schwartz
Издательство: Reactive Publishing
Год: 2023
Страниц: 304
Язык: английский
Формат: pdf
Размер: 43.3 MB

Maximize Your Investment Strategy with Advanced Portfolio Techniques in Python! Unlock the secrets of successful investors and elevate your financial acumen with "Portfolio Optimization with Python: The Sharpe Mindset." Tailored for both seasoned traders and aspiring investment analysts, this comprehensive guide navigates the intricate world of portfolio optimization through the powerful lens of Python programming. Delve into the step-by-step journey from novice to expert as you harness Python's robust libraries and frameworks to analyze financial data, build risk-aware portfolios, and ultimately attain higher returns. With detailed coding examples, this book demystifies complex financial theories and transforms them into practical, actionable strategies. With engaging real-world examples, this book brings theory to life, teaching you not just how to write code, but also how to think like a proficient financial analyst. Whether you're a budding programmer eager to apply your skills to the stock market, or a finance professional aiming to upgrade your toolkit, "Portfolio Optimization with Python: The Sharpe Mindset" is your definitive resource for achieving peak portfolio performance. Are you ready to sharpen your investment edge? Open the pages and start your transformative journey to financial mastery with Python!

Название: Building Neural Networks from Scratch with Python
Автор: L.D. Knowings
Издательство: Independently published
Год: 2023
Страниц: 163
Язык: английский
Формат: pdf
Размер: 33.3 MB

Ready to throw your hat into the AI and Machine Learning ring? Get started right here, right now! Are you sick of these Machine Learning guides that don’t really teach you anything? Do you already know Python, but you’re looking to expand your horizons and skills with the language? Do you want to dive into the amazing world of neural networks, but it just seems like it’s… not for you? Artificial Intelligence is progressing at a fantastic rate—every day, a new innovation hits the net, providing more and more opportunities for the advancement of society. In your everyday life, your job, and even in your passion projects, learning how to code a neural network can be game-changing. But it just seems… complicated. How do you learn everything that goes into such a complex topic without wanting to tear your own hair out? Well, it just got easier. Machine Learning and neural networking don’t have to be complicated—with the right resources, you can successfully code your very own neural network from scratch, minimal experience needed! In this all-encompassing guide to coding neural networks in Python, you’ll uncover everything you need to go from zero to hero—transforming how you code and the scope of your knowledge right before your eyes. By the end of this book, you’ll have mastered neural networks confidently!

Название: Generative AI Tools for Developers: A Practical Guide
Автор: Timi Omoyeni
Издательство: SitePoint Pty. Ltd.
Год: 2024
Язык: английский
Формат: epub (true)
Размер: 27.6 MB

Artificial Intelligence (AI) has been in the spotlight for a while now, and it's dividing opinions across the world. While some are enthusiastic about the advances in AI and welcome it, others have raised concerns surrounding job security, ethics, and privacy of users' data—all of which are valid concerns. Artificial Intelligence is by no means a new topic or area of tech, but developers have spent years trying to improve on the technology and introduce new tools that are powered by AI. In this book, we'll look at some of the applications of AI we're seeing today, and how AI can be a very useful tool in our day-to-day work as engineers. Innovations in AI have introduced some obvious benefits, such as efficiency and increased productivity. A nice example is GitHub Copilot, an AI-powered, peer-coding partner that helps engineers improve their standard practices, write better tests, and be more productive. A large language model (LLM) is a computerized language model that can perform a variety of natural language processing tasks, including generating and classifying text, answering questions in a human-like fashion, and translating text from one language to another. It’s trained on a massive trove of articles, Wikipedia entries, books, internet-based resources and other input, so it can learn how to generate responses based on data from these sources. ChatGPT was trained on a vast amount of text data and code, including programming languages, code snippets, documentation, and discussions on platforms like GitHub and Stack Overflow. This makes it possible for it to understand and write code in several languages. This book is for developers who are interested in using AI tools professionally. It doesn't assume any existing familiarity with AI tools.

Название: Artificial Intelligence in the Age of Nanotechnology
Автор: Wassim Jaber
Издательство: IGI Global
Год: 2024
Страниц: 313
Язык: английский
Формат: pdf (true), epub
Размер: 28.5 MB

In the world of academia, scholars and researchers are confronted with a rapidly expanding knowledge base in Artificial Intelligence (AI) and nanotechnology. The integration of these two groundbreaking fields presents an intricate web of concepts, innovations, and interdisciplinary applications that can overwhelm even the most astute academic minds. Staying up to date with the latest developments and effectively navigating this complex terrain has become a pressing challenge for those striving to contribute meaningfully to these fields. Artificial Intelligence in the Age of Nanotechnology is a transformative solution meticulously crafted to address the academic community's knowledge gaps and challenges. This comprehensive book serves as the guiding light for scholars, researchers, and students grappling with the dynamic synergy between AI and Nanotechnology. It offers a structured and authoritative exploration of the core principles and transformative applications of these domains across diverse fields. By providing clarity and depth, it empowers academics to stay at the forefront of innovation and make informed contributions. Machine Learning is a dynamic subfield of Artificial Intelligence (AI) that empowers machines to learn and make informed predictions or decisions without explicit programming. By leveraging statistical techniques and iterative learning processes, Machine Learning algorithms have the remarkable capability to analyze vast amounts of data, uncover patterns, and generate intelligent insights or take appropriate actions.

Название: Modern X86 Assembly Language Programming: Covers X86 64-bit, AVX, AVX2, and AVX-512, 3rd Edition
Автор: Daniel Kusswurm
Издательство: Apress
Год: 2023
Страниц: 688
Язык: английский
Формат: pdf (true), epub (true)
Размер: 33.7 MB

This book is an instructional text that will teach you how to code x86-64 assembly language functions. It also explains how you can exploit the SIMD capabilities of an x86-64 processor using x86-64 assembly language and the AVX, AVX2, and AVX-512 instruction sets. This updated edition’s content and organization are designed to help you quickly understand x86-64 assembly language programming and the unique computational capabilities of x86 processors. The source code is structured to accelerate learning and comprehension of essential x86-64 assembly language programming constructs and data structures. Modern X86 Assembly Language Programming, Third Edition includes source code for both Windows and Linux. The source code elucidates current x86-64 assembly language programming practices, run-time calling conventions, and the latest generation of software development tools. While it is still theoretically possible to write large sections or an entire application program using assembly language, the demanding requirements of contemporary software development mean that such an approach is both impractical and ill-advised. Instead, this book accentuates the coding x86-64 assembly language functions that are callable from C++. The downloadable software package for this book includes source code that works on both Windows (Visual C++ and MASM) and Linux (GNU C++ and NASM).

Название: Python 101: A Beginner's Guide to Python Programming
Автор: Eliam Johnson
Издательство: Infosec75 Publication
Год: 2023
Страниц: 253
Язык: английский
Формат: pdf
Размер: 40.6 MB

Python is a high-level, interpreted programming language that has become one of the most popular languages for beginners and experienced programmers alike. Its simple syntax, readability, and vast array of libraries make it a versatile language for a wide range of applications, including web development, scientific computing, data analysis, and more. "Python 101: A Beginner's Guide to Python Programming" is a comprehensive introduction to Python for beginners. This book is perfect for those who have little to no programming experience but are interested in learning to code. It starts with the basics, such as installing Python and setting up your programming environment, before moving on to more complex topics like data structures, functions, and object-oriented programming. Throughout the book, Eliam Johnson explains each concept in simple terms and provides plenty of examples to help you understand the concepts. Each chapter includes hands-on exercises that allow you to practice what you have learned, and there are also quizzes and review questions to test your knowledge. "Python 101" is written in a clear and concise style that is easy to follow, making it an excellent resource for self-study or as a textbook for a Python programming course. Whether you want to learn Python for a career in software development or just for fun, this book is the perfect place to start. By the end of the book, you will have a solid foundation in Python programming and be ready to tackle more advanced topics.

Название: ChatGPT for Beginners: Features, Foundations, and Applications
Автор: Eric Sarrion
Издательство: Apress
Год: 2023
Страниц: 506
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

If you’re a complete newbie who’s wondering exactly what ChatGPT is, what is does, and how it can be a valuable resource for non-coders, this is the book for you. With a comprehensive exploration of ChatGPT’s features, foundations, and applications, this guide will serve as a valuable resource for beginners venturing into the world of conversational AI. ChatGPT for Beginners has four parts. Part one provides a step-by-step introduction to using ChatGPT, from accessing the OpenAI website and creating an account to starting conversations, changing responses, and getting conversation summaries. Part two delves into the foundations of the large language model that powers ChatGPT. It covers topics such as the definition of ChatGPT, its knowledge domains, the basics of natural language processing, machine learning techniques applied to language processing, and the role of neural networks in ChatGPT’s operation. Part three covers a wide range of practical applications, from letter writing to business content creation, text translation, language learning, recruitment processes, artistic content creation, and fostering innovation and creativity. Part four examines the strengths and limitations of ChatGPT, addressing ethical considerations related to data security, bias, and partiality. It also delves into the future advancements and challenges that lie ahead for ChatGPT, providing insights into the developing landscape of conversational AI. After completing this book, you will be able to harness the full potential of ChatGPT. Whether you are a student, professional, or are just curious about the capabilities of this AI technology, this book will serve as your essential companion in unlocking the possibilities of ChatGPT.

Название: Mastering Solidity Contract Programming: A Hands-On Guide to Ethereum Blockchain Development and Decentralized Applications
Автор: ByteBazzar Publications
Издательство: ByteBazzar Publications
Год: 2024
Страниц: 155
Язык: английский
Формат: epub
Размер: 19.8 MB

Unlock the full potential of Solidity with "Mastering Solidity Contract Programming." Whether you're just starting or seeking to refine your skills, this book offers a progressive journey through the intricacies of Solidity. From creating your first contract to developing decentralized applications and securing your code, every chapter is crafted to elevate your proficiency. What You Will Learn: Solidity Fundamentals: Grasp the basics of Solidity and smart contract development. Advanced Topics: Explore security measures, oracles, and scalability solutions. Hands-on Projects: Apply your knowledge with practical projects at every skill level. DeFi Development: Build a DeFi yield farming platform from the ground up.

Название: From Novice To Ninja: Mastering DSA In C++
Автор: Pabitra Banerjee
Издательство: Leanpub
Год: 2023-12-26
Страниц: 104
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Learn DSA Using C++. Embark on a transformative journey through the realm of Data Structures and Algorithms with "From Novice to Ninja: Mastering DSA in C++". This is not just a book; it's a roadmap for those looking to transcend the boundaries of beginner-level programming and emerge as coding ninjas. My approach is both insightful and practical, ensuring that each concept is not only understood but also applied in real-world scenarios. Whether you're a newcomer to the programming universe or an experienced coder seeking to enhance your skills, this book is crafted to meet you at your current level and propel you towards coding excellence. So, buckle up as we embark on a journey that promises not only to unravel the intricacies of C++ but also to equip you with the arsenal of Data Structures and Algorithms needed to conquer any coding challenge that comes your way. One of the groundbreaking aspects of C++ was its incorporation of object-oriented programming (OOP) principles. This paradigm shift allowed developers to organize their code in a more modular and reusable way, promoting concepts like encapsulation, inheritance, and polymorphism. The ability to create classes and objects brought a new level of abstraction and flexibility to software development.

Название: Python Fusion: Integrating Excel Mastery with Financial Modeling: A comprehensive Guide
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.7 MB

Unleash the Power of Python and Excel Combined! Welcome to "Python Fusion: Integrating Excel Mastery with Financial Modeling," the ultimate guide for finance professionals, analysts, and anyone eager to elevate their data analysis skills to dazzling new heights. This book bridges the gap between two of the most powerful tools in data management and financial analysis: the time-tested functionality of Microsoft Excel and the cutting-edge capabilities of Python. Embark on a journey that begins with the foundational building blocks of both Excel and Python. Starting with a solid grounding in Excel's essential functions and formulas, you'll quickly progress to complex spreadsheets that make data dance at your fingertips. Transition smoothly into the world of Python, where you'll start with the basics before advancing to more complex concepts. With each step, you'll gain the confidence to harness Python's versatility and efficiency. But this isn't just a manual—it’s a workshop in book form. "Python Fusion" offers an immersive learning experience with concrete coding examples that not only explain the concepts but also demonstrate how to apply them in real-world financial modeling scenarios. Prepare to transform the way you work with financial data. Step into the future of financial modeling with "Python Fusion," and become the financial wizard who knows how to make Excel and Python work in concert to achieve unparalleled results.