Название: The Algo Rythm: Learn to trade the rythm of the Options Market with Python
Автор: Vincent Bisette
Издательство: Reactive Publishing
Год: 2024
Страниц: 325
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Step into the hidden world of finance where "The Algo Rythm" by Vincent Bissette orchestrates a groundbreaking revelation into the beat that drives the pulse of markets—algorithmic trading. This is not your average financial guide; it is a masterful exploration of the digital currents that maneuver the tides of trading and investment across the globe. With precision and clarity, Bissette demystifies the complex systems that can intimidate and bewilder even the most seasoned traders. From the foundational elements of algorithmic design to the nuanced strategies that give professionals their edge, "The Algo Rythm" transcends a simple explanation of algorithms—it breathes life into them. Whether you are a trader looking to refine your strategies, a technologist eager to understand the financial applications of algorithms, or simply a curious mind attracted to the fast-paced world of trading, "The Algo Rythm" is your guide to understanding and capitalizing on these powerful trading tools. Our journey will be empirical, grounded in the powerful libraries of Python, and filled with examples that bring the concepts to life. With each step, readers will not only gain knowledge but also acquire practical tools to apply these theories in the practical world of trading. With Python as our analytical companion, we will unveil the mysteries of options and illuminate the path to becoming proficient traders in this captivating domain. The Pandas library stands as an enormous presence, offering powerful, adaptable, and effective tools for managing and analyzing financial datasets. Its DataFrame object is a powerhouse, capable of holding and manipulating heterogeneous data with ease – a common situation in finance. Financial data can be diverse and challenging to handle, with varying frequencies, missing values, and diverse data types. Pandas is specifically crafted to gracefully handle these challenges.

Название: Roblox Game Development: From Zero To Proficiency (Beginner): A Step-by-Step Guide to Building Your First Games in Roblox Studio with Lua
Автор: Patrick Felicia
Издательство: Independently published
Год: 2024
Страниц: 403
Язык: английский
Формат: pdf, epub
Размер: 14.9 MB

Master Roblox Development Faster. Are you ready to bring your game ideas to life? Roblox Game Development: From Zero to Proficiency (Beginner) is your ultimate guide to mastering game development in Roblox, no prior experience required! Dive into the world of Roblox Studio, learning step-by-step how to build dynamic 3D environments, program exciting gameplay mechanics, and create stunning game features. Imagine creating your own games, sharing them with the world, and impressing friends or future employers with your Roblox skills. This book equips you with the essential knowledge and practical skills to become a confident Roblox game developer. Start your journey today and join the thriving Roblox game development community. You will explore Lua, the programming language used in Roblox. You will learn about variables, operators, and basic Lua syntax. Furthermore, you will discover how to control the flow of your code using if statements, loops, and functions, which are key to adding logic to your game.

Название: Practical Cryptography in Software Development: The How-To Guide
Автор: Peter Johnson
Издательство: HiTeX Press
Год: 2024
Страниц: 371
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Practical Cryptography in Software Development: The How-To Guide" is an essential resource for anyone seeking to understand and apply cryptographic principles in the realm of software engineering. This book demystifies the complex world of cryptography by bridging the gap between theoretical concepts and real-world applications. Tailored for both beginners and experienced practitioners, the text provides a clear, structured journey through the fundamental aspects of cryptography, including symmetric and asymmetric systems, hash functions, and digital signatures, all while emphasizing practical implementation.Delving into contemporary challenges, the book explores the critical role of cryptography within emerging domains like cloud computing and the Internet of Things (IoT). Through comprehensive overviews of secure communication protocols and deployment strategies, readers are equipped with the tools needed to enhance data protection and secure digital interactions. Rich with case studies and practical insights, the guide not only fortifies developers' cryptographic skills but also empowers them to construct secure, reliable software in an increasingly digital world.

Название: Reinforcement Learning: Theory and Python Implementation
Автор: Zhiqing Xiao
Издательство: Springer/China Machine Press
Год: 2024
Страниц: 574
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Reinforcement Learning: Theory and Python Implementation is a tutorial book on reinforcement learning, with explanations of both theory and applications. Starting from a uniform mathematical framework, this book derives the theory of modern reinforcement learning systematically and introduces all mainstream reinforcement learning algorithms such as PPO, SAC, and MuZero. It also covers key technologies of GPT training such as RLHF, IRL, and PbRL. Every chapter is accompanied by high-quality implementations, and all implementations of deep reinforcement learning algorithms are with both TensorFlow and PyTorch. Codes can be found on GitHub along with their results and are runnable on a conventional laptop with either Windows, macOS, or Linux. Reinforcement Learning (RL) is a type of Artificial Intelligence (AI) that changes our lives: RL players have defeated human in many games such as the game of Go and StarCraft; RL controllers are driving varied robots and unmanned vehicles; RL traders are making tons of money in financial markets, and the large language model with RL such as ChatGPT have been used in many business applications. Since the same RL algorithm with the same parameter setting can solve very different tasks, RL is also regarded as an important way to general AI. Here I sincerely invite you to learn RL to surf in these AI waves. This book is intended for readers who want to learn reinforcement learning systematically and apply reinforcement learning to practical applications. It is also ideal to academical researchers who seek theoretical foundation or algorithm enhancement in their cutting-edge AI research.

Название: Django The Ultimate Beginner's Handbook
Автор: Mahesh Kumar
Издательство: Independently published
Год: 2024
Язык: английский
Формат: epub
Размер: 36.2 MB

In this book all the important concepts of Django are explained, which are more required in Web Development. This book is for all those students who want to learn how to create Program for web development. And if you want to make projects based on your ideas, then all of them can take help of this book. With the help of this book, from 8 class students to 12 class students. This book is also for all those students. Those who either doing engineering or want to do engineering (Electronics Engineering, Electronics Communication Engineering, Computer Science Engineering, Information Technology Engineering). This book will help them to complete their basic for all of them. After reading this book and using all its formulas, you will found the increment in your knowledge, And I can say this with conviction. Django is a Python based web framework so Django contains some codes or libraries it help you simplify your web operation. Django has gained immense popularity in the web development community due to its simplicity, flexibility, and scalability. It's the backbone of numerous high-traffic websites and applications, making it a powerful tool in the arsenal of modern developers. But beyond its technical merits, Django embodies a philosophy that prioritizes developer experience and efficiency, allowing you to focus on writing your application without needing to reinvent the wheel.

Название: Complete C# Language For Beginners: C# Complete Course
Автор: Mahesh Kumar
Издательство: Independently published
Год: 2024
Страниц: 159
Язык: английский
Формат: epub
Размер: 53.8 MB

In this book all the important concepts of C# language are explained, which are more required in programming. This book is for all those students who want to learn how to create Program. And if you want to make projects based on your ideas, then all of them can take help of this book. With the help of this book, from 8 class students to 12 class students. This book is also for all those students. Those who either doing engineering or want to do engineering (Electronics Engineering, Electronics Communication Engineering, Computer Science Engineering, Information Technology Engineering). This book will help them to complete their basic for all of them. After reading this book and using all its formulas, you will found the increment in your knowledge, And I can say this with conviction. Hello and welcome everyone to yet another tech enthusiastic Lecture and today I'll be handling C# tutorial. C# is an all-purpose and robust programming language developed by the Microsoft corporation in the year 2000 as a deadly competitor to Java. It is the most popular and dominating programming language when it comes to both web development as well as desktop application development in this C# tutorial.

Название: Prompt Engineering for Beginners: Making A.I. Work for You
Автор: Mark J. Baars
Издательство: BAARS Media
Год: 2024
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

Unlock the power of Artificial Intelligence (AI) with "Prompt Engineering for Beginners," your essential guide to mastering the art of crafting effective prompts for AI models. Whether you're a tech enthusiast, a curious learner, or a professional looking to enhance your skills, this comprehensive book provides you with the tools and knowledge to harness AI's potential. "Prompt Engineering for Beginners" demystifies the process of working with AI, making it accessible and engaging for readers of all levels. By the end of this book, you'll be equipped with the skills to leverage AI effectively, opening up new possibilities for innovation and creativity. The practical applications of prompt engineering are vast and varied, spanning multiple industries and use cases. By leveraging advanced techniques such as contextual prompts, iterative prompting, chain of thought prompts, role-based prompts, scenario-based prompts, multi-turn prompts, conditional prompts, code generation prompts, and prompt chaining, you can enhance the effectiveness and relevance of AI-generated responses. Whether you are in business, education, creative industries, healthcare, technology, software development, or legal fields, mastering prompt engineering can unlock new possibilities and drive innovation. Embark on your journey into the world of AI with "Prompt Engineering for Beginners" and discover how the right prompts can unlock the full potential of Artificial Intelligence. Grab your copy today and start your adventure in AI prompt engineering!

Название: Biomedical Imaging: Advances in Artificial Intelligence and Machine Learning
Автор: Ankur Gogoi, Nirmal Mazumder
Издательство: Springer
Год: 2024
Страниц: 359
Язык: английский
Формат: pdf (true), epub
Размер: 61.0 MB

This book presents the rapidly developing field of Artificial Intelligence (AI) and Machine Learning and its application in biomedical imaging. As is known, starting from the diagnosis of fractures by using X-rays to understanding the complex structure and function of the brain, biomedical imaging has contributed immensely toward the development of precision diagnosis and treatment strategies for numerous diseases. While continuous evolution in imaging technologies have enabled the acquisition of images having resolution and contrast far better than ever, it significantly increased the volume of data associated with each image scan—making it increasingly difficult for experts to analyze and interpret. In this context, the application of Artificial Intelligence (AI) and Machine Learning (ML) tools has become one of the most exciting frontlines of contemporary research in biomedical imaging due to their capability to extract minute traces of various disease signatures from large and complicated datasets and providing clear insight into the potential abnormalities with excellent accuracy, sensitivity, and specificity. The book covers a range of topics, from the fundamentals of AI, ML, and Deep Learning (DL) to the latest applications of these techniques in the analysis and interpretation of various medical imaging modalities.

Название: Data Engineering for Machine Learning Pipelines: From Python Libraries to ML Pipelines and Cloud Platforms
Автор: Pavan Kumar Narayanan
Издательство: Apress
Год: 2024
Страниц: 631
Язык: английский
Формат: pdf
Размер: 33.0 MB

This book covers modern data engineering functions and important Python libraries, to help you develop state-of-the-art ML pipelines and integration code. The book begins by explaining data analytics and transformation, delving into the Pandas library, its capabilities, and nuances. It then explores emerging libraries such as Polars and CuDF, providing insights into GPU-based computing and cutting-edge data manipulation techniques. The text discusses the importance of data validation in engineering processes, introducing tools such as Great Expectations and Pandera to ensure data quality and reliability. The book delves into API design and development, with a specific focus on leveraging the power of FastAPI. It covers authentication, authorization, and real-world applications, enabling you to construct efficient and secure APIs using FastAPI. Also explored is concurrency in data engineering, examining Dask's capabilities from basic setup to crafting advanced machine learning pipelines. The book includes development and delivery of data engineering pipelines using leading cloud platforms such as AWS, Google Cloud, and Microsoft Azure. The concluding chapters concentrate on real-time and streaming data engineering pipelines, emphasizing Apache Kafka and workflow orchestration in data engineering. Workflow tools such as Airflow and Prefect are introduced to seamlessly manage and automate complex data workflows. What sets this book apart is its blend of theoretical knowledge and practical application, a structured path from basic to advanced concepts, and insights into using state-of-the-art tools. For data analysts, data engineers, data scientists, Machine Learning engineers, and MLOps specialists.

Название: Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib, 3rd Edition
Автор: Robert Johansson
Издательство: Apress
Год: 2024
Страниц: 485
Язык: английский
Формат: pdf
Размер: 24.5 MB

Learn how to leverage the scientific computing and data analysis capabilities of Python, its standard library, and popular open-source numerical Python packages like NumPy, SymPy, SciPy, Matplotlib, and more. This book demonstrates how to work with mathematical modeling and solve problems with numerical, symbolic, and visualization techniques. It explores applications in science, engineering, data analytics, and more. Numerical Python, Third Edition, presents many case study examples of applications in fundamental scientific computing disciplines, as well as in Data Science and statistics. This fully revised edition, updated for each library's latest version, demonstrates Python's power for rapid development and exploratory computing due to its simple and high-level syntax and many powerful libraries and tools for computation and data analysis. After reading this book, readers will be familiar with many computing techniques, including array-based and symbolic computing, visualization and numerical file I/O, equation solving, optimization, interpolation and integration, and domain-specific computational problems, such as differential equation solving, data analysis, statistical modeling, and Machine Learning. For developers who want to understand how to use Python and its ecosystem of libraries for scientific computing and data analysis.