Название: Python Programming for Mathematics
Автор: Julien Guillod
Издательство: CRC Press
Серия: The Python Series
Год: 2025
Страниц: 248
Язык: английский
Формат: pdf (true), epub
Размер: 23.0 MB

Python Programming for Mathematics focuses on the practical use of the Python language in a range of different areas of mathematics. Python is a leading programming language in the scientific world. It is perfectly adapted to program mathematical problems. This book focuses on the practical use of the Python language in different areas of mathematics: sequences, linear algebra, integration, graph theory, finding zeros of functions, probability, statistics, differential equations, symbolic calculus, and number theory. Through 55 exercises of increasing difficulty, and corrected in detail, it gives a good overview of the possibilities of using programming in mathematics and to be able to solve complex mathematical problems. It is not necessary to do the exercises in the order suggested, even if some exercises sometimes call upon notions seen in previous exercises. This book does not aim to explain the syntax and principles of the Python language, so the prerequisite is to know the basics. Moreover, the realization of the exercises requires access to a computer or an online service with Python 3.6 (or more recent) completed by the following modules: NumPy, SciPy, SymPy, Matplotlib, Numba, NetworkX, and Pandas.

Название: Advanced Artificial Intelligence, 3rd Edition
Автор: Zhongzhi Shi
Издательство: World Scientific Publishing
Год: 2025
Страниц: 391
Язык: английский
Формат: pdf (true)
Размер: 22.8 MB

This third edition comprehensively captures the cutting-edge research achievements of Artificial Intelligence (AI). Topics are thoroughly revised and updated, presenting the latest techniques and strategies to address the impending challenges facing computer scientists today. Artificial Intelligence is a branch of Computer Science and is a discipline to study machine intelligence that uses artificial methods and techniques, develops intelligent machines or intelligent systems to emulate, extend, and expand human intelligence, and realizes intelligent behavior. Machine Learning is the study of how computers can simulate or implement human learning behavior to acquire new knowledge or skills, and reorganize existing knowledge structures to continuously improve their own performance. Only by allowing computer systems to have human-like learning capabilities can it be possible to achieve human-level Artificial Intelligence. Machine Learning is one of the core issues in AI research and is a very active research field in current AI theoretical research and practical applications. Common Machine Learning methods include inductive learning, analogy learning, analytical learning, reinforcement learning, genetic algorithm, and connection learning. Deep Learning is a new field in Machine Learning research. It imitates the analysis and learning mechanism of human brain neural networks to interpret images, sound, and text data.

Название: Exploring Complex Survey Data Analysis Using R: A Tidy Introduction with {srvyr} and {survey}
Автор: Stephanie Zimmer, Rebecca Powell, Isabella Velásquez
Издательство: CRC Press
Год: 2025
Страниц: 361
Язык: английский
Формат: pdf (true)
Размер: 63.8 MB

Surveys are powerful tools for gathering information, uncovering insights, and facilitating decision-making. However, to ensure the accurate interpretation of results, they require specific analysis methods. In this book, readers embark on an in-depth journey into conducting complex survey analysis with the {srvyr} package and Tidyverse family of functions from the R programming language. Intended for intermediate R users familiar with the basics of the Tidyverse, this book gives readers a deeper understanding of applying appropriate survey analysis techniques using {srvyr}, {survey}, and other related packages. With practical walkthroughs featuring real-world datasets, such as the American National Election Studies and Residential Energy Consumption Survey, readers will develop the skills necessary to perform impactful survey analysis on survey data collected through a randomized sample design. Additionally, this book teaches readers how to interpret and communicate results of survey data effectively. This book is tailored for analysts already familiar with R and the Tidyverse, but who may be new to complex survey analysis in R.

Название: Omni-Directional API Management for Platform Engineering: Modern API Management in the Cloud and AI World
Автор: Christian Posta
Издательство: O’Reilly Media, Inc.
Год: 2024-10-10
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Navigating the world of software development often involves tackling unexpected challenges and dealing with inefficient processes. As organizations increasingly use a mix of internal and external APIs, including those from SaaS, partners, and AI/LLM, effective API management becomes essential. This report dives into how platform engineering can streamline these processes, offering developers secure, self-service access to resources while ensuring compliance and efficient management. Discover how modern tools like Envoy proxy and Istio are transforming API management. These tools are designed to handle complex service communications and are now enhanced to manage AI/LLM use cases effectively. Author Christian Posta explores the shortcomings of traditional API management systems and why they struggle to keep up in today's automated, cloud native environments.

Название: App Development Using IOS Icloud: Build High-Performance Apps with Swift, 2nd Edition
Автор: Shantanu Baruah, Shaurya Baruah
Издательство: Apress
Год: 2024
Страниц: 438
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

Create a professional looking app from start to finish that takes advantage of iCloud technology. Rather than working with Storyboarding for building your UI, you'll use code to build professional looking screens. Using code is standard for professional developers to fit form factor alignment across multiple screen sizes and other design constraints. First, you'll build a basic, functional UX screen. Then you'll incorporate iCloud with CloudKit for data persistence and private, public, and shared databases. Here your code-drive UI design will expand out to developing professional looking screens with animation. You'll also learn to work with reminder and notification boxes, sharing data between your users, and adding functionally for interaction with other Apps. This book offers a practical guide for coders at any level who want to learn and create professional looking iOS apps leveraging the database features of iCloud and the numerous extensions that Apple provides in the Xcode environment. Create professional looking apps that are secure and your users will love! For iOS developers familiar with the basics of Swift coding who want to work with iCloud databases or move into more advanced fields, such as using extensions or designing UX in code.

Название: Mastering Shell Script for Real-World Applications
Автор: Finbarrs Oketunji
Издательство: Leanpub
Год: 2024-09-13
Страниц: 136
Язык: английский
Формат: pdf (true), azw3, mobi, epub
Размер: 10.1 MB

Unlock the power of shell scripting and revolutionize your approach to system administration and automation. Whether you're a novice looking to automate daily tasks or an experienced developer aiming to streamline complex workflows, this book provides the knowledge and practical examples you need. From basic syntax to advanced techniques, learn how to craft efficient, robust scripts to tackle real-world challenges. Mastering Shell Script for Real-World Applications is a complete guide to shell scripting for developers and system administrators. The book focuses on practical, real-world applications and covers everything from basic concepts to advanced techniques. It provides an in-depth overview of shell scripting fundamentals, process management, and integration with other programming languages. This resource is ideal for both beginners and experienced professionals looking to enhance their shell scripting skills.

Название: Mastering AI App Development with MERN Stack: Step into the Future of App Development by Building Intelligent AI-Powered Applications with MERN Stack and TensorFlow.js for Seamless User Experiences
Автор: Anik Acharjee
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 436
Язык: английский
Формат: epub
Размер: 56.2 MB

Transform Your Web App Development Journey with MERN and AI. With AI applications driving a projected $15.7 trillion boost to the global economy by 2030, combining AI with the popular MERN stack has become a game-changer for developers and businesses alike. Mastering AI App Development with MERN Stack is a hands-on guide designed for developers ready to bring AI capabilities to their MERN applications, covering everything from foundational machine learning to advanced, real-world solutions. Starting with the essentials of setting up a MERN development environment, the book guides readers through machine learning basics in jаvascript, enabling AI integration with Node.js and TensorFlow.js. Each chapter provides practical insights into building intelligent interfaces with React, effective data handling with MongoDB, and AI middleware using Express.js. Readers will learn to create features like AI-powered chatbots, image and voice recognition, and personalized recommendation systems. Real-world scenarios and case studies demonstrate how AI can elevate MERN applications.

Название: LangChain for jаvascript developers: How to integrate LLMs into jаvascript web apps
Автор: Daniel Nastase
Издательство: Leanpub
Год: 2024-07-28
Страниц: 120
Язык: английский
Формат: pdf (true) epub
Размер: 10.1 MB

LangChain for jаvascript developers - how to integrate LLMs into jаvascript apps by building 5 real examples using LangChain, Next.js and React. LangChain for jаvascript developers is a practical beginner’s workshop for integrating LLMs into JS applications. The AI Engineer, responsible for integrating AI features into traditional software applications, will be one of the most in-demand roles in the coming years. In fact, there is a high chance that AI Engineers will outnumber ML Engineers in the near future. LangChain is a perfect gateway to starting your AI Engineering journey. LangChain is a framework designed to simplify the creation of applications that integrate Large Language Models (LLMs). LangChain provides all the AI integration building blocks in one framework. It offers a modular, flexible, and scalable architecture that is easy to maintain. In this short course, we take a fun, hands-on, and pragmatic approach to learning how to build LLM-powered apps using LangChain. We will build the following five examples using LangChain, Next.js, and React: - The Story Maker; - Tea Wikipedia app; - Geography Trivia game; - Documents Researcher app; - AI Agent chatbot. The examples are using Next.js and React. You don't need to be an expert but you will need a very basic understanding of how React works.

Название: Super Study Guide: Algorithms & Data Structures
Автор: Afshine Amidi, Shervine Amidi
Издательство: Leanpub
Год: 2024-09-07
Страниц: 139
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

A concise, illustrated guide to algorithms and data structures, perfect for coding interviews, classes, or self-study. Covers key concepts, from fundamentals to graphs, trees, sorting, and search techniques. This book is a concise and illustrated guide for anyone who wants to brush up on their fundamentals in the context of coding interviews, Computer Science classes or to satisfy their own curiosity. It is divided into 4 parts: - Foundations: main types of algorithms and related mathematical concepts; - Data structures: arrays, strings, queues, stacks, hash tables, linked lists and associated theorems and tricks; - Graphs and trees: graph concepts and graph traversal algorithms along with important types of trees; - Sorting and search: common, efficient sorting and search algorithms.

Название: Ransomware Evolution
Автор: Mohiuddin Ahmed
Издательство: CRC Press
Год: 2025
Страниц: 251
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

Ransomware is a type of malicious software that prevents victims from accessing their computers and the information they have stored. Typically, victims are required to pay a ransom, usually using cryptocurrency such as Bitcoin, to regain access. Ransomware attacks pose a significant threat to national security, and there has been a substantial increase in such attacks in the post-Covid era. In response to these threats, large enterprises have begun implementing better cybersecurity practices, such as deploying data loss prevention mechanisms and improving backup strategies. However, cybercriminals have developed a hybrid variant called Ransomware 2.0. In this variation, sensitive data is stolen before being encrypted, allowing cybercriminals to publicly release the information if the ransom is not paid. This book aims to provide a comprehensive overview of the evolution, trends, techniques, impact on critical infrastructures and national security, countermeasures, and open research directions in this area. It will serve as a valuable source of knowledge on the topic.