Litgu.ru - Литературный Гуру

Название: Artificial Intelligence in Forecasting: Tools and Techniques
Автор: Sachi Nandan Mohanty, Preethi Nanjundan, Tejaswini Kar
Издательство: CRC Press
Год: 2024
Страниц: 365
Язык: английский
Формат: pdf (true)
Размер: 12.4 MB

Forecasting deals with the uncertainty of the future. To be effective, forecasting models should be timely available, accurate, reliable, and compatible with existing database. Accurate projection of the future is of vital importance in supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earthquake prediction, etc. AI powered tools and techniques of forecasting play a major role in improving the projection accuracy. The software running AI forecasting models use Machine Learning to improve accuracy. Artificial Intelligence (AI) has revolutionized the way forecasting is made in many industries, from finance to retail to healthcare. In today’s fast-paced world, accurate forecasting is essential for businesses to make informed decisions and stay ahead of the competition. The article looks at different tools and techniques used in AI for Forecasting and highlights their advantages and limitations. One of the most widely used AI tools for forecasting is Machine Learning (ML). ML is a subset of AI that allows computer systems to learn from data without being explicitly programmed. Forecasting trains ML algorithms on historical data to identify patterns and relationships that can be used to predict future outcomes. Many ML techniques are available, including regression analysis, decision trees, and neural networks.

Название: Python Programming: A Step-by-Step Guide to Learning the Language
Автор: C.K. Dhaliwal, Poonam Rana, T.P.S. Brar
Издательство: CRC Press/Manakin Press
Год: 2025
Страниц: 248
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book explores Python's rich history, dynamic features, and its wide-ranging applications in web development, data science, and machine learning. From its installation process to interactive help, readers embark on a journey through Python's unique characteristics and its distinctions from other programming languages. It lays a solid foundation for beginners and seasoned programmers alike. Python is a high-level programming language that is popular for its readability, ease of use, and versatility. It is commonly used for web development, data analysis, and Artificial Intelligence (AI). Python has a simple and concise syntax, which makes it easy to read and write. Its code is easy to understand, even for beginners, and this simplicity is one of the reasons why Python has become so popular. Python is an interpreted language, which means that you don’t need to compile your code before running it. This makes it faster to develop and test code, as you can run it immediately and see the results. Python code can run on many different platforms, including Windows, Linux, and macOS. This is because Python code is interpreted, and the interpreter is available on all of these platforms. Python comes with a large and comprehensive standard library that provides many useful functions and modules for developers.

Название: Automate Everyday Tasks with ChatGPT Plus (MEAP v3)
Автор: Natassha Selvaraj
Издательство: Manning Publications
Год: 2024
Страниц: 152
Язык: английский
Формат: pdf (true)
Размер: 48.9 MB

Supercharge your productivity and turn everyday tasks over to your new AI assistant! Here’s the common claim: ChatGPT can save you hours—even days—of time by speeding up everyday tasks and time-consuming jobs. But once you’ve figured out the basics of prompting and have had it write a few emails for you, you might find yourself wondering: is this all it can do? Automate Everyday Tasks with ChatGPT Plus is here to show you just why ChatGPT is truly revolutionary. If you picked up this book, you’ve taken the first step to transforming your workflow with ChatGPT and generative AI. In case you need a refresher, generative AI refers to a type of Artificial Intelligence that can create content, such as text, images, and music. ChatGPT is a type of generative AI that is designed to produce human-like text based on the input it receives. Specifically, it functions as a chatbot, allowing users to engage in informative conversations, brainstorm ideas, and even craft stories. And the possibilities don’t end here. When used correctly, ChatGPT can be a powerful tool in the workplace, assisting with tasks like research, content creation, and problem-solving. This book will guide you towards becoming a ChatGPT power user in your respective domain.

Название: Inside AI: Over 150 billion purchases per year use this author's AI
Автор: Akli Adjaoute
Издательство: Manning Publications
Год: 2024
Страниц: 216
Язык: английский
Формат: pdf (true)
Размер: 30.4 MB

Separate the AI facts from the AI fiction, and discover how you can best put these tools to work in your organization. In Inside AI AI professor and entrepreneur Dr. Akli Adjaoute puts AI in perspective, with informed insights from 30 years spent in the field. His book lays out a pragmatic blueprint that every leader can utilize to drive innovation with Artificial Intelligence. Inside AI provides a clear-headed overview of modern Artificial Intelligence, including the recent advances of Generative AI and Large Language Models. Its accessible and jargon-free explanations of leading AI techniques showcase how AI delivers tangible advantages to businesses. Both inspiring and practical, this book provides a proven framework for developing successful AI applications. Embark on an extensive exploration of the field of Artificial Intelligence within the 11 chapters of this insightful book. The journey begins with an introduction to fundamental principles, encompassing algorithms and programming languages, laying a solid foundation for understanding AI. Moving beyond, chapters 2 to 4 explore various AI techniques, covering expert systems, business rules, fuzzy logic, genetic algorithms, case-based reasoning, classical neural networks, Deep Learning, Bayesian networks, unsupervised learning, and smart agents.

Название: 100 Java Mistakes and How to Avoid Them (Final Release)
Автор: Tagir Valeev
Издательство: Manning Publications
Год: 2024
Страниц: 353
Язык: английский
Формат: pdf (true)
Размер: 12.1 MB

Dodge the common mistakes that even senior developers make, take full advantage of static analysis tools, and deliver robust and error-free Java code. 100 Java Mistakes and How To Avoid Them shows you how to improve your Java code by identifying and dodging common programming problems. Inside, you’ll find one hundred errors, from missteps that trip up beginners to mistakes even Java experts don’t know they’re making. Each mistake is accompanied by concrete troubleshooting advice, as well as ways of using modern static analysis tools like IntelliJ IDEA and SonarLint to identify and fix the problem. You’ll quickly see why static analysis can be so helpful for writing your code, and even learn how to write your own useful plugins! Minor bugs you might not notice when writing code can quickly spin out of control in production, costing you time and money to fix. The solution is clear: spot the mistakes before you make them! This one-of-a-kind guide makes it just that easy. It shines a spotlight on the errors most often made by Java developers, so you can consistently deliver exceptional Java code. For Java developers of all skill levels.

Название: JVM Performance Engineering: Inside OpenJDK and the HotSpot Java Virtual Machine (Final)
Автор: Monica Beckwith
Издательство: Oracle Press/Pearson
Год: 2024
Страниц: 397
Язык: английский
Формат: pdf (true)
Размер: 51.8 MB

Peek Under the Hood of the Complex but Fascinating Java Virtual Machine. Dive into the intricacies of JVM performance with JVM Performance Engineering, the essential guide for seasoned Java developers eager to demystify the JVM. Focusing on the OpenJDK HotSpot VM, this book provides insights into cutting-edge Java performance techniques and trends. Distinguished Java Champion Monica Beckwith blends theoretical insights and practical tools—encompassing case studies, applications, use-case diagrams, and process flow charts—to demonstrate diagnostic techniques, performance methodologies, and optimizations. This manual is a portal to excelling in Java performance engineering, offering Java developers, system architects, and software engineers the tools to foster career advancement and success with Java applications. Welcome to my guide to JVM performance engineering, distilled from more than 20 years of expertise as a Java Champion and performance engineer. Within these pages lies a journey through the evolution of the JVM—a narrative that unfolds Java’s robust capabilities and architectural prowess. This book meticulously navigates the intricacies of JVM internals and the art and science of performance engineering, examining everything from the inner workings of the HotSpot VM to the strategic adoption of modular programming.

Название: Python Programming: An Introductory Guide for Accounting & Finance
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 660
Язык: английский
Формат: pdf
Размер: 50.0 MB

Unlock the power of Python programming to revolutionize your accounting and finance processes with 'Python Programming: An Introductory Guide for Accounting & Finance.' This essential guidebook offers a clear and comprehensive introduction to Python for professionals in the financial sector, empowering you with the skills to harness machine learning, perform intricate financial analysis, create stunning data visualizations, and automate tedious tasks. Whether you're looking to analyze complex financial datasets, predict market trends with machine learning, or automate your accounting workflows, this book is your gateway to becoming more efficient, accurate, and valuable in your field. Dive into the world of Python with this must-read guide and take your accounting and finance expertise to the next level. Perfect for beginners and seasoned professionals alike, it's time to transform your approach to finance with the power of programming. Start your journey today!

Название: Mastering jаvascript 100+ Exercises: A Hands-On Guide to Real-World Skills
Автор: Laurence Lars Svekis
Издательство: Independently published
Серия: Power Up your Coding Skills
Год: 2024
Страниц: 397
Язык: английский
Формат: pdf
Размер: 25.4 MB

Dive deep into the world of jаvascript with this comprehensive guide, designed to transform beginners into proficient developers. "Mastering jаvascript 100+ Exercises" is not just another programming book; it's a practical journey through the vast landscape of jаvascript development, offering over 110 exercises that cover a wide range of real-world applications. From creating dynamic web elements like shopping carts and countdown timers to mastering the intricacies of AJAX, Promises, and the Fetch API, this book provides a solid foundation in web development fundamentals while also introducing advanced concepts in a user-friendly manner. Loaded with content that focuses on a specific area of jаvascript, beginning with basic programming concepts and gradually moving to more complex topics such as handling asynchronous operations and manipulating the Document Object Model (DOM). With clear explanations, step-by-step instructions, and real-world projects, this book is ideal for anyone looking to delve into jаvascript programming, from complete beginners to those with basic knowledge looking to expand their skill set. By the end of this book, you will have built an impressive portfolio of projects, demonstrating your newfound skills and readiness to tackle real-world challenges in web development.

Название: Python in Finance: An Introductory Guide to the use of Python in Quantitative Finance, Second Edition
Автор: Hayden Van Der Post
Издательство: Reactive Publishing
Год: 2024
Страниц: 366
Язык: английский
Формат: pdf
Размер: 53.7 MB

In the fast-paced world of finance, the ability to analyze data, predict trends, and automate trading strategies offers a significant competitive edge. "Python in Finance" is the essential guide for finance professionals, data analysts, and aspiring quants looking to harness the power of Python to solve complex financial problems and drive innovation in their field. This comprehensive resource dives deep into the practical applications of Python in finance, from the basics of financial analysis to the cutting-edge techniques in quantitative finance. Whether you're new to Python or looking to expand your skill set, this book provides clear explanations, real-world examples, and hands-on projects that will sharpen your coding skills and enhance your analytical prowess. "Python in Finance" is designed for a broad range of readers, including: Finance professionals seeking to leverage Python for data analysis, trading, or financial modeling. Data analysts and scientists looking to apply their Python skills in the finance industry. Students and academics in finance, economics, or computer science who want to integrate Python into their studies or research. Anyone with a curiosity about how technology is transforming finance and wishes to explore the possibilities firsthand.

Название: XML (Extensible Markup Language): Notes and everything about XML
Автор: Ashwini Gange
Издательство: Independently published
Год: 2024
Страниц: 101
Язык: английский
Формат: pdf
Размер: 24.4 MB

Comprehensive XML Guide: Unlock the power of XML with this meticulously crafted eBook. Dive deep into the intricacies of XML, covering fundamentals to advanced concepts. Whether you're a novice or a seasoned developer, this comprehensive collection of XML notes offers invaluable insights, practical examples, and expert tips tailored for Amazon Kindle users. From syntax basics to advanced techniques, harness the full potential of XML for your projects. Perfect for self-learners, students, and professionals seeking mastery in XML development.