Название: AI Advanced Machine Learning for Finance: A Comprehensive Guide with Python
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 568
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unlock the potential of Artificial Intelligence (AI) and transform your financial strategies with "AI: Advanced Machine Learning for Finance." This comprehensive guide is your key to understanding and implementing cutting-edge Machine Learning techniques specifically tailored for the finance industry. Whether you are a financial analyst, data scientist, or finance professional, this book provides a thorough introduction to the latest AI technologies, tools, and methodologies. Dive into practical applications and real-world case studies that demonstrate how machine learning can enhance decision-making, optimize trading strategies, manage risks, and predict market trends. Today, the integration of Machine Learning into financial systems is ubiquitous. From hedge funds employing Deep Learning models for market predictions to banks utilizing natural language processing for fraud detection, the landscape is characterized by continuous innovation and adaptation. The financial sector's adoption of Machine Learning has been facilitated by the development of powerful tools and libraries such as TensorFlow, PyTorch, and Scikit-learn. These tools provide data scientists and financial analysts with the means to build, train, and deploy Machine Learning models efficiently. Additionally, the rise of cloud computing has democratized access to computational resources, allowing even small firms to leverage cutting-edge technologies. Elevate your financial expertise and embrace the future of finance with AI.

Название: Python Programming for Beginners Bootcamp: A No-Nonsense Crash Course Textbook Crafted to Have You Coding ASAP Visual Step by Step Guide Hands-On Projects and Exercises
Автор: Leonard J. Ledger
Издательство: Independently published
Год: 2024
Страниц: 167
Язык: английский
Формат: pdf
Размер: 28.2 MB

Transform from a complete novice to a confident Python programmer with our step-by-step bootcamp! Are you intrigued by the world of programming but feel overwhelmed by where to start? "Python Programming for Beginners Bootcamp" is your perfect companion. This no-nonsense crash course is specifically designed for beginners, making Python programming accessible, engaging, and, most importantly, achievable. With a visual, step-by-step guide, hands-on projects, and exercises, this book breaks down the complexities of Python into digestible, easy-to-understand pieces. The best way to read this book is up to you, but it includes written and embedded code examples with output to help you understand how Python works. Each new programming concept starts with an explanation of its syntax, followed by examples. Whether you're looking to switch careers, enhance your skill set, or simply explore a new hobby, this book is your gateway to the exciting world of Python programming.

Название: Scripting: Automation with Bash, PowerShell, and Python
Автор: Michael Kofler
Издательство: Rheinwerk Publishing Inc.
Год: 2024
Страниц: 473
Язык: английский
Формат: pdf (true), epub (true)
Размер: 13.6 MB

Developers and admins, it’s time to simplify your workday. With this practical guide, use scripting to solve tedious IT problems with less effort and less code! Learn about popular scripting languages: Bash, PowerShell, and Python. Master important techniques such as working with Linux, cmdlets, regular expressions, JSON, SSH, Git, and more. Use scripts to automate different scenarios, from backups and image processing to virtual machine management. Discover what’s possible with only 10 lines of code! A script is a small piece of code to solve a specific problem or automate a tedious task. You don’t need a development environment or a compiler to develop a script—an editor is enough. When it comes to scripting, minimalism is the name of the game, and its goal is achieving maximum impact with minimal resources. To put it casually, scripting is the art of solving IT problems in ten lines of code. The “classic” scripting language is Bash. Today, Bash is the dominant Linux shell, both in interactive mode for executing commands and for script programming. Bash is popular, but its antiquated syntax doesn’t win any beauty contests. On the contrary, Bash scripts sometimes look awful. For this reason, Microsoft did not even try to adapt Bash for Windows. Instead, with PowerShell, Microsoft has combined the basic ideas of a classic Unix shell with the concepts behind object-oriented programming languages and created a completely new language, which turned out surprisingly well! Python is actually not a typical scripting language. Depending on the intended use, Python is the basis for AI developments, a tool for scientists, or a first language for entry-level programming.

Название: Сверточные нейросети
Автор: Джейд Картер
Издательство: Литрес
Год: 2024
Страниц: 200
Формат: pdf
Язык: русский
Размер: 10,3 Мб

Сверточные нейронные сети (CNN) представляют собой один из самых значительных прорывов в области искусственного интеллекта и машинного обучения. Они стали фундаментом множества современных приложений, от распознавания изображений и видео до автономных систем и обработки естественного языка. Эта книга предлагает руководство по изучению и применению CNN, охватывая как базовые, так и продвинутые концепции. Книга подробно рассматривает ключевые элементы CNN, такие как свертка, функции активации, пулинг и нормализация.

Название: C++ & Python & Tricks and Tips - 19th Edition, 2024
Автор: Papercut Limited
Издательство: Papercut Limited
Год: 2024
Язык: английский
Формат: pdf
Размер: 39.7 MB

Книга "C++ & Python & Tricks and Tips" - это первый и единственный выбор для начинающих, чтобы узнать все, что им нужно знать о кодировании и программировании. Написанное простым английским языком, это отдельное руководство содержит множество полезных советов и пошаговых иллюстрированных уроков. С помощью этого совершенно нового руководства вы узнаете все необходимое для создания собственных интересных приложений. С этим неформальным руководством у вас никогда не возникнет нерешенных проблем или вопросов по мере изучения, освоения и совершенствования навыков программирования на C++ и Python.

Название: Absolute Beginner's Guide to Algorithms: A Practical Introduction to Data Structures and Algorithms in jаvascript (Final)
Автор: Kirupa Chinnathambi
Издательство: Addison-Wesley Professional/Pearson
Год: 2024
Страниц: 413
Язык: английский
Формат: True/Retail (PDF EPUB)
Размер: 84.9 MB

A hands-on, easy-to-comprehend guide that is perfect for anyone who needs to understand algorithms. With the explosive growth in the amount of data and the diversity of computing applications, efficient algorithms are needed now more than ever. Programming languages come and go, but the core of programming--algorithms and data structures--remains the same. Absolute Beginner's Guide to Algorithms is the fastest way to learn algorithms and data structures. Using helpful diagrams and fully annotated code samples in jаvascript, you will start with the basics and gradually go deeper and broader into all the techniques you need to organize your data. Programming is all about taking data and manipulating it in all sorts of interesting ways. Now, depending on what we are doing, our data needs to be represented in a form that makes it easy for us to actually use. This form is better known as a data structure. As we will see shortly, data structures give the data we are dealing with a heavy dose of organization and scaffolding. This makes manipulating our data easier and (often) more efficient.

Название: Python for Engineering and Scientific Computing
Автор: Veit Steinkamp
Издательство: Rheinwerk Publishing Inc.
Год: 2024
Страниц: 515
Язык: английский
Формат: pdf (true), epub (true)
Размер: 18.9 MB, 10.1 MB

It’s finally here—your guide to Python for engineers and scientists, by an engineer and scientist! Get to know your development environments and the key Python modules you’ll need: NumPy, SymPy, SciPy, Matplotlib, and VPython. Understand basic Python program structures and walk through practical exercises that start simple and increase in complexity as you work your way through the book. With information on statistical calculations, Boolean algebra, and interactive programming with Tkinter, this Python guide belongs on every scientist’s shelf! If you need to perform extensive calculations for your scientific work and also want to present the results in a graphically appealing way, then you should seriously consider using Python. Python is a programming language whose functionality is similar to that of MATLAB when extended with appropriate modules. In addition, Python and all its extension modules are provided free of charge. Using Python, you can, for example, solve systems of equations, create function plots, differentiate, integrate, and also solve differential equations. You can also create graphical user interfaces (GUIs). For almost every problem in engineering and natural sciences, solutions exist that not only cover a wide range of applications, but also excel in their user-friendliness and performance.

Название: Augmented Reality Development with Unity
Автор: Indika Wijesooriya
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 240
Язык: английский
Формат: epub
Размер: 24.1 MB

In the rapidly evolving world of immersive technologies, Augmented Reality (AR) has emerged as a pivotal force, transforming industries from education and healthcare to manufacturing and entertainment. This book provides a comprehensive guide for enthusiasts and professionals looking to explore AR development and applications. Key topics include AR fundamentals and applications, 3D visualization, mathematics, placement of virtual objects in physical spaces, using Unity 3D and Vuforia, creating marker-based and marker-less AR apps, industry standard SDKs and more. Companion files with code samples and color figures are available for downloading. This book will introduce AR, its user cases and history to better understand its power and utility. The second part of this book will focus on the available tools and technologies for developing AR applications. Later, the book will introduce the Unity 3D engine, fundamentals of C# programming with Unity, vector mathematics, implementing AR applications with Unity, followed by best practices in creating AR applications. Using this book, readers will have a comprehensive knowledge for bringing an idea into an augmented reality application, and for using C# and the Unity 3D engine to design and develop a prototype, or a finished application.

Название: Docker Deep Dive: Zero to Docker in a single book, 2024 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2024-05-21
Страниц: 280
Язык: английский
Формат: pdf (true), epub
Размер: 21.2 MB, 11.2 MB

The demand for professionals with Docker skills who can develop cloud-native microservices applications is rising. Docker Deep Dive: 2024 Edition is up-to-date with all the latest trends and technologies in the Docker ecosystem, including Docker Scout, Docker Init, Docker Debug, and Wasm containers. It provides comprehensive explanations of core concepts and offers step-by-step guidance on creating and managing containerized applications in the real world – from source code to executing in the cloud. If you are looking for a comprehensive resource to help you master Docker and containers in the real world, this book is for you. It also gives you valuable knowledge, skills, insights, and tips to help you confidently navigate the container and cloud-native ecosystems. Docker is here, and it’s changed the world. If you want the best jobs working with the best technologies, you need to know Docker and containers. They’re even central to Kubernetes, and a strong Docker skill set will help you learn Kubernetes. Docker and containers are also well-positioned for emerging cloud technologies such as WebAssembly and AI workloads. WebAssembly (Wasm) is a modern binary instruction set that builds applications that are smaller, faster, more secure, and more portable than containers. You write your app in your favorite language and compile it as a Wasm binary, and it’ll run anywhere you have a Wasm runtime. However, Wasm apps have many limitations, and we’re still developing many of the standards. As a result, containers remain the dominant model for cloud-native applications.

Название: OCP Oracle Certified Professional Java SE 17 Developer (Exam 1Z0-829) Programmer's Guide (Final)
Автор: Khalid A. Mughal, Vasily A. Strelnikov
Издательство: Oracle Press/Pearson
Год: 2023
Страниц: 1853
Язык: английский
Формат: pdf (true), epub
Размер: 13.7 MB, 102.3 MB

OCP Oracle Certified Professional Java SE 17 Developer Exam 1Z0-829 Programmer's Guide is a unique guide that combines a rigorous introduction to programming in Java with meticulous coverage of the Java SE 17 and Java SE 11 Developer exam objectives. Fully updated to reflect changes in the latest exams, it features increased focus on analyzing code scenarios--not just individual language constructs. Each objective is thoroughly addressed, reflecting the latest features and APIs, as well as best practices for taking the exam. Java has been around for over 25 years. During this time, the Java ecosystem has evolved to become the platform of choice for developing software systems, and the Java certification has evolved with it. The goal of this book is two fold: to provide a comprehensive guide, not only for learning Java, but also to nail the Java certification exams.