Название: The Complete Guide To Data Science And Analytics With Python: Mastering Data Processing, Modeling, Analysis, Visualization, Manipulation, And Decision-Making
Автор: Joseph G. Derek
Издательство: Independently published
Серия: Python programming languages: How to learn Python programming language
Год: 2025
Страниц: 660
Язык: английский
Формат: epub
Размер: 10.1 MB

Elevate your data skills with The Complete Guide to Data Science and Analytics with Python! This essential resource empowers you to master every facet of Data Science—from processing and modeling to analysis, visualization, and decision-making. In today’s data-driven world, businesses are inundated with vast amounts of information. Yet, many professionals struggle to turn this data into actionable insights. The gap between data collection and effective analysis often leads to missed opportunities and stagnant growth. Without the right skills, navigating this complex landscape can be overwhelming. Enter Python—a powerful, versatile programming language that has become the go-to tool for data scientists. This book provides a comprehensive guide to mastering Python specifically for Data Science, equipping you with the knowledge and skills to transform raw data into meaningful decisions.

Название: Modeling Complex Processes Through Nature-Analogous Methods: Artificial Intelligence and Artificial Life
Автор: Christina Klüver, Jürgen Klüver, Jörn Schmidt
Издательство: Springer
Год: 2025
Страниц: 374
Язык: английский
Формат: pdf (true)
Размер: 15.0 MB

This book is an introduction to nature-analogous techniques and related formal methods. For each technique, application examples are provided. It covers cellular automata and Boolean networks, evolutionary algorithms, as well as simulated annealing, fuzzy methods, neural networks, and finally hybrid systems, i.e., combinations of various techniques. Based on the theory of complex dynamic systems, theoretical foundations are also presented, and the similarities of these seemingly very heterogeneous techniques are pointed out. The edition has been revised and expanded with current trends such as ChatGPT. The current developments under the umbrella term “Artificial Intelligence” are rapid and hardly manageable. While the (hybrid) models we described were a rarity a few years ago, they are now a matter of course. The coupling of methods from Artificial Intelligence (AI), Artificial Life (AL), and Machine Learning (ML) as well as Deep Learning (DL) is currently too diverse to capture the increasing complexity or to process the large amounts of data.

Название: Python for Financial Modeling: Practical Techniques from Data Analysis to Deep Learning
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1956
Язык: английский
Формат: epub (true)
Размер: 18.3 MB

This comprehensive guide bridges the worlds of finance and Data Science, providing financial professionals with practical Python techniques for modern quantitative analysis. From data acquisition and preprocessing to advanced Machine Learning models, readers will learn how to implement powerful financial modeling tools using Python's robust ecosystem. The book covers essential topics including time series analysis, portfolio optimization, risk assessment, algorithmic trading strategies, and Deep Learning applications in finance. With a hands-on approach, readers will master libraries such as Pandas, NumPy, Scikit-learn, and TensorFlow while building real-world financial models. Whether you're a financial analyst, quantitative researcher, or aspiring data scientist, this book provides the practical skills needed to leverage Python's capabilities for data-driven financial decision-making. Each chapter includes executable code examples, case studies, and best practices to help readers immediately apply these techniques to their own financial projects.

Название: Java Programming Workbook for Web Development with Vaadin and Apache Struts
Автор: Alex J. Collins
Издательство: Alex J. Collins
Год: 2024
Формат: epub, pdf
Страниц: 143
Размер: 11.2 Мб
Язык: английский

Tired of the complexities of traditional web development? Java Programming Workbook for Web Development with Vaadin and Struts is your ultimate guide to building robust, scalable, and secure web applications with ease.

Название: Python Crash Course: Learn Python Programming Language
Автор: Declan Ashford
Издательство: Declan Ashford
Год: 2024
Формат: epub, pdf
Страниц: 510
Размер: 37.1 Мб
Язык: английский

Unlock Your Coding Potential with the Ultimate Python Crash Course! Are you eager to harness the power of one of the most versatile and sought-after programming languages? Whether you're just starting out or looking to refine your skills, "Python Crash Course: Learn Programming Language" is your gateway to mastering Python and transforming your coding abilities.

Название: Python Programming Handbook For Cyber Security
Автор: TECH GREENY
Издательство: TECH GREENY
Год: 2024
Формат: pdf, epub
Страниц: 200
Размер: 22.1 Мб
Язык: английский

In today's digital age, cyber security is a critical concern for organizations and individuals alike. As technology advances, so do the threats, making it essential to stay ahead of potential attacks. This comprehensive handbook delves into the world of Python programming for cyber security, providing a detailed guide to protecting networks, systems, and data.

Название: Mastering Asynchronous C++: Modern Techniques for High-Performance Concurrent Programming
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 2150
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Mastering Asynchronous C++: Modern Techniques for High-Performance Concurrent Programming is the definitive guide for C++ developers seeking to harness the full power of modern asynchronous programming. This comprehensive resource covers cutting-edge C++20, C++23, and emerging C++26 features including coroutines, std::execution framework, and structured concurrency patterns. The book progresses from fundamental concepts like memory models and atomic operations to advanced topics such as custom executors, sender/receiver patterns, and production deployment strategies. You'll master essential libraries including Boost.Asio for network programming, explore real-world applications from high-frequency trading to game engines, and learn performance optimization techniques for multi-core systems. Each chapter combines theoretical foundations with practical implementations, featuring detailed code examples and performance analysis. The book emphasizes modern C++ best practices, RAII principles, and exception safety in concurrent contexts.

Название: jаvascript Programming for Creating Modern GUI Applications: Elevate Your Development Skills Create Cutting-Edge Desktop Apps With React, Electron, And Expert Insights
Автор: Ethan J. Code
Издательство: Independently published
Год: 2025
Страниц: 128
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Unlock the secrets to crafting modern, high-performance desktop applications using jаvascript, React, and Electron. This comprehensive guide takes you on a journey from the fundamentals of jаvascript programming to advanced techniques for building stunning GUI applications. Inside this book, you'll discover: - React fundamentals: Learn how to build reusable UI components, manage state, and harness the power of JSX; - Electron essentials: Understand how to create cross-platform desktop applications using web technologies; - GUI design principles: Master the art of designing intuitive, user-friendly interfaces; - Best practices: Follow expert advice on structuring, testing, and deploying your applications. Whether you're a seasoned developer or just starting out, this book provides a step-by-step roadmap to building modern desktop applications.

Название: Python for Mathematics
Автор: Vincent Knight
Издательство: CRC Press
Серия: The Python Series
Год: 2025
Страниц: 268
Язык: английский
Формат: pdf (true), epub
Размер: 18.4 MB

Python for Mathematics introduces readers to effective methods for doing mathematics using the Python programming language. Most programming texts introduce readers to the building blocks of programming and build up to using more sophisticated tools for a specific purpose, like doing particular mathematical tasks. This is akin to teaching someone how to forge metal so as to make a nail, and then slowly working up to using sophisticated power tools so as to actually build something. This book does things in a different way, by first getting readers to begin using and understanding the tools that are going to be helpful to them as mathematicians, and only then moving onto the granular details. In this way, the practical application of the tools can aid in the understanding of the theory.

Название: Java Coding Programs
Автор: Chirag Khimani
Издательство: Independently published
Год: November 3, 2023
Страниц: 242
Язык: английский
Формат: azw3, epub
Размер: 71.9 MB

Learning programming is like mastering any other skill: it requires practice, repetition, and experimentation. We don’t learn by simply following rules and reading theories; we must learn by doing, making mistakes, and learning from them. Programming is a combination of art and skill that cannot be learned solely by reading books or watching videos. We must practice writing code to develop a deeper understanding of the concepts and how to apply them to real-world problems. When we solve problems on our own, it is common to make mistakes. However, when we are practicing, we can identify and fix your mistakes more easily. This helps us to write more efficient and reliable code. It also improves your problem solving skills, as we are challenged to come up with creative solutions to different problems. I am delighted to introduce a Java book called “Java Coding Programs”. This book has over 300 color-coded solved programs for each Java concept, helping you to learn the concepts in different ways and improve your problem-solving skills at the same time.