Название: Practical Data Analytics for BFSI: Leveraging Data Science for Driving Decisions in Banking, Financial Services, and Insurance Operations
Автор: Bharat Sikka, Priyender Yadav, Prashant Verma
Издательство: Orange Education Pvt Ltd, AVA
Год: September 2023
Страниц: 334
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Are you looking to unlock the transformative potential of data analytics in the dynamic world of Banking, Financial Services, and Insurance (BFSI)? This book is your essential guide to mastering the intricate interplay of data science and analytics that underpins the BFSI landscape. Designed for intermediate-level practitioners, as well as those aspiring to join the ranks of BFSI analytics professionals, this book is your compass in the data-driven realm of banking. Address the unique challenges and opportunities of the BFSI sector using Artificial Intelligence and Machine Learning models for a data driven analysis. This book explores the area of Data Science and Analytics, including Artificial Intelligence/Machine Learning, that runs behind the BFSI sector to provide its services. This book functionally explains the core concepts of how businesses adapt to Data-Driven solutions to generate profits, reduce risks, and provide better customer support, giving a brief idea to the top management in understanding such a field. On the other hand, this book technically aims to provide solutions to multiple banking pain points using programming languages like Python, R, IBM SPSS, etc.

Название: LLM Prompt Engineering For Developers : The Art and Science of Unlocking LLMs' True Potential
Автор: Aymen El Amri
Издательство: Leanpub
Год: 2023-09-01
Страниц: 302
Язык: английский
Формат: pdf (true), epub
Размер: 15.9 MB

A practical approach to Prompt Engineering for developers. Dive into the world of Prompt Engineering agility, optimizing your prompts for dynamic LLM interactions. Learn with hands-on examples from the real world and elevate your developer experience with LLMs. Discover how the right prompts can revolutionize your interactions with LLMs. In "LLM Prompt Engineering For Developers," we take a comprehensive journey into the world of LLMs and the art of crafting effective prompts for them. The guide starts by laying the foundation, exploring the evolution of Natural Language Processing (NLP) from its early days to the sophisticated LLMs we interact with today. You will dive deep into the complexities of models such as GPT models, understanding their architecture, capabilities, and nuances. As we progress, this guide emphasizes the importance of effective prompt engineering and its best practices. While LLMs like ChatGPT (GPT-3.5) are powerful, their full potential is only realized when they are communicated with effectively. This is where prompt engineering comes into play. It's not simply about asking the model a question; it's about phrasing, context, and understanding the model's logic. Through chapters dedicated to Azure Prompt Flow, LangChain, and other tools, you'll gain hands-on experience in crafting, testing, scoring and optimizing prompts. We'll also explore advanced concepts like Few-shot Learning, Chain of Thought, Perplexity and techniques like ReAct and General Knowledge Prompting, equipping you with a comprehensive understanding of the domain.

Название: Fuzzy Logic Applications in Computer Science and Mathematics
Автор: Rahul Kar, Dac-Nhuong Le, Gunjan Mukherjee
Biswadip Basu Mallik
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 300
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Covered in this book are topics such as the fundamental concepts of mathematics, fuzzy logic concepts, probability and possibility theories, and evolutionary computing to some extent. The combined fields of neural network and fuzzy domain (known as the neuro-fuzzy system) are explained and elaborated through many highly regarded research papers. Each chapter has been produced in a very lucid manner, with a grading from simple to complex in an effort to accommodate different audiences. The application-oriented approach is the unique feature of this book. Apart from the theoretical discussion, the problems and the allied case studies concerned with the topics discussed in this book will be of great interest to a broad audience. The problems and the case studies furnished in this book are worthwhile to researchers and academicians, as well. This book comprises state-of-the-art information on a wide range of various subjects, all directly or indirectly connected to the overarching topic. The prime objective of developing this book was to provide meticulous details about the basic and advanced concepts of fuzzy logic and its all-around applications to different fields of mathematics and engineering. The book caters to a certain level of professional knowledge, academicians, students, and researchers.

Название: Кикстарт на Python 3. Курс сверхбыстрого программирования
Автор: Ашвин Панджакар
Издательство: Самиздат
Год: 2022
Страниц: 205
Язык: русский
Формат: pdf
Размер: 10.29 MB

Здесь представлен перевод книги Ashwin Pajankar - Kickstart to Python 3. Вся книга построена поэтапно. Объяснение темы всегда сопровождается подробным примером кода. Примеры кода также объясняются достаточно подробно и сопровождаются выводом в виде текста или снимка экрана, где это возможно. Читатели освоят язык программирования Python, внимательно изучая концепции и примеры кода, представленные в этой книге. В книге также есть ссылки на внешние ресурсы, которые читатели могут изучить дальше. Python — это интерпретируемый язык программирования высокого уровня общего назначения. Он был создан с целью сделать код легко читаемым. Код Python можно охарактеризовать синтаксисом, подобным английскому языку. Ее легко прочитать и понять человеку, который только начал учиться программировать. Он заимствует множество функций из других языков программирования.

Название: Mastering Python Programming: A Comprehensive Guide: The IT Collection
Автор: Christopher Ford
Издательство: CKF Publishing
Год: 2023
Страниц: 129
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

This book aims to provide a comprehensive and practical guide to mastering Python programming. It covers the fundamental concepts of Python, ranging from basic syntax to advanced topics such as object-oriented programming, web development, data science, and machine learning. The book also explores popular Python libraries and frameworks, along with best practices for writing efficient and maintainable code. Python's evolution extends beyond the core language itself. The Python ecosystem has grown extensively, with the availability of numerous third-party libraries and frameworks for various purposes such as web development, scientific computing, machine learning, and data analysis. Popular frameworks like Django, Flask, NumPy, pandas, and TensorFlow have contributed to Python's versatility and widespread adoption in different domains. Overall, Python has evolved from a simple scripting language to a powerful and versatile language, empowering developers to build a wide range of applications and systems efficiently. Its simplicity, readability, and vast ecosystem have played a significant role in making it one of the most popular programming languages in the world.

Название: Using R for Trade Policy Analysis: R Codes for the UNCTAD and WTO Practical Guide, Second Edition
Автор: Massimiliano Porto
Издательство: Springer
Год: 2023
Страниц: 172
Язык: английский
Формат: pdf (true), epub
Размер: 23.7 MB

This book explains the best practices of the UNCTAD & WTO for trade analysis to the R users community. It shows how to replicate the UNCTAD & WTO's Stata codes in the Practical Guide to Trade Policy Analysis by using R. Applications and exercises are chosen from the Practical Guide to Trade Policy Analysis and explain how to implement the codes in R. This books targets readers with a basic knowledge of R. It is particularly suitable for Stata users. This edition has been updated and expanded to include updated R code and visualization tools. This book is a second edition. The reasons for publishing a second edition are mainly two. First, the WTO has changed the location of the files to download that are used in this book. Therefore, the link to the data files in the first edition is not working anymore. Second, some R functions used in the first edition are deprecated functions. Therefore, it was necessary to replace the link to the data and those deprecated functions. However, these are not the only two changes I have made to this second edition.

Название: Быстрое программирование на С++
Автор: Тяпичев Г.А.
Издательство: СОЛОН-Пресс
Год: 2017
Cтраниц: 373
Формат: pdf
Размер: 43 мб
Язык: русский

Книга предназначена для широкого круга читателей, которые не знакомы с каким-либо языком программирования, но мечтают о создании компьютерных программ собственными силами. Автор предлагает читателю самостоятельно научиться программированию в среде C++ Builder по разработанной им методике «начать от нуля». В процессе работы над книгой читатель научится создавать проекты компьютерных программ и, одновременно, будет осваивать основы языка программирования C/C++, а также требования среды программирования. В книге рассмотрены вопросы создания справочных систем и инсталляции программ, описаны особенности программирования звука и принтера, вопросы программирования для Интернета.

Название: Advanced React : What is happening under the hood. Deep dives, investigations, performance patterns and techniques
Автор: Nadia Makarevich
Издательство: Independently published
Год: 2023
Страниц: 348
Язык: английский
Формат: pdf, epub
Размер: 12.0 MB

Take your React knowledge to the next level with advanced concepts, strategies, techniques, patterns and in-depth investigations. This book is a must if: - You've gone through the React docs, implemented a few simple apps, and now are wondering: “How can I progress to the next level?”; - You've been working with React for a few years and you're confident that you know it inside and out. This book might have a surprise or two for you ?; - You want to become the go-to person for everything React performance and be the source of in-depth "how things actually work" knowledge in your team. React docs are very good to start with React. Millions of books, courses, and blogs are out there aimed at beginners. But what to do after you've started successfully? Where to go if you want to understand how things work on a deeper level? What to read if you've been writing React for a while and beginner or even intermediate-level courses are not enough? There are not many resources available for this. This is the gap this book aims to fill.

Название: Spreadsheet Problem Solving and Programming for Engineers and Scientists
Автор: David E. Clough, Steven C. Chapra
Издательство: CRC Press
Год: 2024
Страниц: 452
Язык: английский
Формат: pdf (true)
Размер: 37.4 MB

Spreadsheet Problem Solving and Programming for Engineers and Scientists provides a comprehensive resource essential to a full understanding of modern spreadsheet skills needed for engineering and scientific computations. Beginning with the basics of spreadsheets and programming, this book builds on the authors’ decades of experience teaching spreadsheets and programming to both university students and professional engineers and scientists. Following on from this, it covers engineering economics, key numerical methods, and applied statistics. Finally, this book details the Visual Basic for Applications (VBA) programming system that accompanies Excel. Chapters 9 and 10 introduced VBA Subs and Functions without getting too involved with the details of the VBA programming language. In the Chapter 11, we will delve into those details. This will expand your ability to create VBA programs to tackle more complicated tasks. This chapter should also serve as a useful reference as you develop VBA applications in the future.

Название: Visual Studio 2022 Succinctly
Автор: Alessandro Del Sole
Издательство: Syncfusion, Inc.
Год: 2023
Страниц: 99
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

Visual Studio 2022 is the latest major release of the premier development environment from Microsoft. There are certainly many new features, as you would expect from a new version, but this time there are also very important changes in the IDE architecture. First, Visual Studio is now a 64-bit application. This is extremely important because now the IDE can fully leverage system resources, such as RAM instead of disk space, with significant performance improvements. In addition, Visual Studio 2022 focuses on supporting .NET 6 and its ecosystem, including the latest versions of .NET programming languages such as C# 10, providing both tools and code editor improvements that you need to work with the new development technologies and the most recent .NET APIs. The release cycle of updates to Visual Studio makes it also ready to support future releases of important Microsoft development platforms, like .NET MAUI for cross-platform development. Of course, you will also find many productivity improvements, from the code editing experience, to enhanced debugging tools, to better integrated collaboration tools. In general, you will feel at home with Visual Studio 2022 since there are no particular changes in the user interface. You will rather find more powerful tools in every area of the development lifecycle.