Название: Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python (Final)
Автор: Deepak Kanungo
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 250
Язык: английский
Формат: epub (true)
Размер: 17.4 MB

Whether based on academic theories or discovered empirically by humans and machines, all financial models are at the mercy of modeling errors that can be mitigated but not eliminated. Probabilistic ML technologies are based on a simple and intuitive definition of probability and the rigorous calculus of probability theory. Unlike conventional AI systems, probabilistic Machine Learning (ML) systems treat errors and uncertainties as features, not bugs. They quantify uncertainty generated from inexact model inputs and outputs as probability distributions, not point estimates. Probabilistic ML is the next generation ML framework and technology for AI-powered financial and investing systems for many reasons. They are generative ensembles that learn continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, prediction and counterfactual reasoning. In this book, I am assuming that readers have a basic familiarity with finance, statistics, Machine Learning, and Python. I am not assuming that they have read any particular book or mastered any particular skill. I am only assuming that they have a willingness to learn, especially when ChatGPT, Bard, and Bing AI can easily explain any code or formula in this book.

Название: The Software Developer's Career Handbook: A Guide to Navigating the Unpredictable (Final)
Автор: Michael Lopp
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 318
Язык: английский
Формат: pdf , epub (true), mobi
Размер: 10.1 MB

At some point in your career, you'll realize there's more to being a software engineer than dealing with code. Is it time to become a manager? Or join a startup? In this insightful and entertaining book, Michael Lopp recalls his own make-or-break moments with Silicon Valley giants such as Apple, Slack, Pinterest, Palantir, Netscape, and Symantec to help you make better, more mindful career decisions. With more than 40 stand-alone stories, Lopp walks through a complete job lifecycle, starting with the interview and ending with the realization that it might be time to move on. You'll learn how to handle baffling circumstances in your job, understand what you want from your career, and discover how to thrive in your workplace.

Название: Quantum Computing and Artificial Intelligence: Training Machine and Deep Learning Algorithms on Quantum Computers
Автор: Pethuru Raj, Abhishek Kumar, Surbhi Bhatia
Издательство: De Gruyter
Год: 2023
Страниц: 308
Язык: английский
Формат: pdf (true), epub
Размер: 37.7 MB

This book is to explore and explain the strategically sound capabilities at the synchronization between quantum computing and Artificial Intelligence (AI). The reader will be presented with an introduction and a deeper review of the technological trends and transitions being unearthed in the quantum computing and AI domains. Quantum artificial intelligence (QAI) is being proclaimed as the most powerful technology for the future. QAI is a strategically sound combination of two pathbreaking technologies: Artificial Intelligence (AI) and quantum computing. By running AI algorithms and models on quantum computers, it is possible for bringing in delectable revolutions and evolutions across industry verticals. However, there is a long way to traverse to build and use fault-tolerant quantum computers. AI can surmount many practical problems getting associated with quantum computers. The key use cases that can be accomplished by QAI include visual perception, speech recognition, decision-making, financial analysis, and language translation. Running AI models on quantum computers is more advantageous than running the same on conventional and classical computing.

Название: Поколение Python - ООП
Автор: Тимур Гуев
Издательство: Интернет-издание
Год: 2023
Формат: PDF
Страниц: Много
Размер: 60 Mb
Язык: Русский

Адресован знающим базовые конструкции языка Python, знакомит с концепцией объектно-ориентированного программирования. В курсе рассматриваются атрибуты, методы, свойства, магические методы, наследование, полиморфизм, декораторы классов и многое другое.

Название: Data Science в действии. Пять реальных проектов Python
Автор: Леонард Апельцин
Издательство: Питер
Год: 2023
Страниц: 736
Язык: русский
Формат: pdf
Размер: 12.8 MB

В проектах обработки и анализа данных много движущихся частей, и требуются практика и знания, чтобы создать гармоничную комбинацию кода, алгоритмов, наборов данных, форматов и визуальных представлений. Эта уникальная книга содержит описание пяти практических проектов, включая отслеживание вспышек заболеваний по заголовкам новостей, анализ социальных сетей и поиск закономерностей в данных о переходах по рекламным объявлениям. Автор не ограничивается поверхностным обсуждением теории и искусственными примерами. Исследуя представленные проекты, вы узнаете, как устранять распространенные проблемы, такие как отсутствующие и искаженные данные и алгоритмы, не соответствующие создаваемой модели. По достоинству оцените подробные инструкции по настройке и детальные обсуждения решений, в которых описываются типичные точки отказа, и обретите уверенность в своих навыках.

Название: First Steps in Programming: Understanding the Logic Behind the Code
Автор: RRP Digital
Издательство: RRP Digital
Год: 2023
Страниц: 103
Язык: английский
Формат: pdf
Размер: 17.9 MB

"First Steps in Programming: Understanding the Logic Behind the Code" is an indispensable guide for everyone who wants to enter the fascinating world of programming but doesn't know where to start. Written in a clear and accessible way, this book takes you from absolute zero to a complete understanding of fundamental programming principles. On this journey, you'll learn to think like a programmer, master the logic that drives code, and become familiar with popular languages like Python, Java, and jаvascript. You'll learn to create control structures, manipulate variables and functions, and explore vital tools used in day-to-day programming. This is not just a book for learning to write code. It's a book that teaches you how to solve problems, think creatively and adapt in an ever-changing digital world. Whether you're looking to launch a career in technology, accelerate your current career, or simply make sense of the codified world around us, this book is an invaluable investment in your future. Take your first step into programming today with "First Steps in Programming: Understanding the Logic Behind the Code". We are excited to see where this journey takes you!

Название: Mobile Robot Programming: Adventures in Python and C (2nd Edition)
Автор: Thomas Braunl
Издательство: Springer
Год: 2023
Страниц: 193
Язык: английский
Формат: pdf (true)
Размер: 75.1 MB

This book emphasizes software design as the most important topic in modern robotics and demonstrates practical code examples in Python and C. The book introduces the free simulation system EyeSim in combination with EyeBot robots, which can be built from inexpensive embedded processors, sensors and motors – or by adapting the control inputs of model cars. EyeSim is a free software for MacOS, Windows and Linux, which uses a realistic physics simulation engine and is source-code compatible to the EyeBot mobile robots. So, each robot program can first be tested on the simulator before running it on a real robot. EyeSim includes modules for driving, walking, swimming and diving robots, as well as for robot manipulators. EyeSim also runs on the Meta/Oculus Quest, providing a fully immersive robotics experience in virtual reality. Contrary to common belief, the three most important topics in robotics are not Mechanics, Electronics and Software. Instead, they are Software, Software and Software! This book is suitable as a text for undergraduate and graduate courses in Robotics, Automation and Artificial Intelligence, as well as a self-study guide for practitioners and hobbyists. All robot application programs in this book are available as free downloads for MacOS, Windows, Linux, and Raspberry Pi OS.

Название: Python Essentials in Minutes: Rapid Learning Series: A Beginner's Guide and Quick Recap
Автор: Lakshminarayan Shrivas
Издательство: Independently published
Год: 2023
Страниц: 158
Язык: английский
Формат: pdf
Размер: 28.6 MB

Introducing "Python Essentials in Minutes: Rapid Learning Series," the ultimate guide for beginners and individuals seeking a quick recap of the fundamentals of Python programming. This concise and focused book is designed to provide you with essential knowledge and get you up and running with Python in no time. Are you a beginner looking to dive into the world of programming? Do you find lengthy books overwhelming and time-consuming? Look no further! "Python Essentials in Minutes" is specifically tailored for individuals who want to quickly grasp the basics of Python without compromising on the quality of learning. In this book, you'll find a streamlined approach that covers the core concepts of Python in a concise manner, allowing you to absorb the essential knowledge without getting lost in unnecessary details. Whether you're a student, a professional looking to enhance your skill set, or an enthusiast eager to start coding, this book provides you with the perfect starting point. With its clear explanations, practical examples, and hands-on exercises, "Python Essentials in Minutes" empowers you to quickly understand the fundamentals of Python programming. You'll learn about variables, data types, control structures, functions, file handling, object-oriented programming, and more.

Название: Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness
Автор: Toju Duke
Издательство: Apress
Год: 2023
Страниц: 193
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

This book introduces a Responsible AI framework and guides you through processes to apply at each stage of the Machine Learning (ML) life cycle, from problem definition to deployment, to reduce and mitigate the risks and harms found in Artificial Intelligence (AI) technologies. AI offers the ability to solve many problems today if implemented correctly and responsibly. This book helps you avoid negative impacts – that in some cases have caused loss of life – and develop models that are fair, transparent, safe, secure, and robust. The approach in this book raises your awareness of the missteps that can lead to negative outcomes in AI technologies and provides a Responsible AI framework to deliver responsible and ethical results in ML. It begins with an examination of the foundational elements of responsibility, principles, and data. Next comes guidance on implementation addressing issues such as fairness, transparency, safety, privacy, and robustness. The book helps you think responsibly while building AI and ML models and guides you through practical steps aimed at delivering responsible ML models, datasets, and products for your end users and customers.

Название: Introduction to Integration Suite Capabilities: Learn SAP API Management, Open Connectors, Integration Advisor and Trading Partner Management
Автор: Jaspreet Bagga
Издательство: Apress
Год: 2023
Страниц: 366
Язык: английский
Формат: pdf, epub
Размер: 25.8 MB

Discover the power of SAP Integration Suite's capabilities with this hands-on guide. Learn how this integration platform (iPaaS) can help you connect and automate your business processes with integrations, connectors, APIs, and best practices for a faster ROI. Over the course of this book, you will explore the powerful capabilities of SAP Integration Suite, including API Management, Open Connectors, Integration Advisor, Trading Partner Management, Migration Assessment, and Integration Assessment. With detailed explanations and real-world examples, this book is the perfect resource for anyone looking to unlock the full potential of SAP Integration Suite. Welcome to the world of APIs, a fundamental building block for modern software development and integration. In today’s digital era, where businesses rapidly adopt cloud technologies, APIs enable seamless communication and data exchange between different systems. Application Programming Interfaces, commonly known as APIs, provide a standardized way for different applications to interact. They allow developers to expose certain functionalities of their applications and make them available to other applications or developers. This enables faster and more efficient business process development, integration, and automation.