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Название: Pandas for Everyone: Python Data Analysis, Second Edition
Автор: Daniel Chen
Издательство: Addison-Wesley Professional/Pearson Education
Год: 2023
Страниц: 512
Язык: английский
Формат: True/Retail (PDF EPUB)
Размер: 64.3 MB

Manage and Automate Data Analysis with Pandas in Python. Today, analysts must manage data characterized by extraordinary variety, velocity, and volume. Using the open source Pandas library, you can use Python to rapidly automate and perform virtually any data analysis task, no matter how large or complex. Pandas can help you ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple data sets. Pandas for Everyone, 2nd Edition, brings together practical knowledge and insight for solving real problems with Pandas, even if you’re new to Python data analysis. Daniel Y. Chen introduces key concepts through simple but practical examples, incrementally building on them to solve more difficult, real-world data science problems such as using regularization to prevent data overfitting, or when to use unsupervised Machine Learning methods to find the underlying structure in a data set.

Название: Mathematical Models Using Artificial Intelligence for Surveillance Systems
Автор: Padmesh Tripathi, Mritunjay Rai, Nitendra Kumar, Santosh Kumar
Издательство: Wiley-Scrivener
Год: 2024
Страниц: 350
Язык: английский
Формат: pdf (true), epub
Размер: 42.8 MB

This book gives comprehensive insights into the application of Artificial Intelligence (AI), Machine Learning, and Deep Learning in developing efficient and optimal surveillance systems for both indoor and outdoor environments, addressing the evolving security challenges in public and private spaces. Mathematical Models Using Artificial Intelligence for Surveillance Systems aims to collect and publish basic principles, algorithms, protocols, developing trends, and security challenges and their solutions for various indoor and outdoor surveillance applications using Artificial Intelligence (AI). The book addresses how AI technologies such as Machine Learning (ML), Deep Learning (DL), sensors, and other wireless devices could play a vital role in assisting various security agencies. Security and safety are the major concerns for public and private places in every country. Some places need indoor surveillance, some need outdoor surveillance, and, in some places, both are needed. The goal of this book is to provide an efficient and optimal surveillance system using AI, ML, and DL-based image processing. With the emergence of Artificial Intelligence, Machine Learning, and Deep Learning, surveillance systems have reached a standard. It made the surveillance system very powerful and effective in prevention. AI has become increasingly important in surveillance and security applications in recent years. AI is capable of processing and analyzing huge amounts of data in a fast and accurate manner, making it a treasured tool in detection and prevention. One of the most noteworthy benefits of AI-based surveillance systems is their capability to detect and track people and objects accurately. This tool can recognize faces, differentiate between objects and individuals, and identify unusual behavior. AI and ML algorithms can analyze video feeds in real-time, identifying patterns, anomalies, and key details that might go unnoticed by the human eye. They can enable advanced features like facial recognition, license plate recognition, and predictive analytics.

Название: Statistics for Data Science and Analytics
Автор: Peter C. Bruce, Peter Gedeck, Janet Dobbins
Издательство: Wiley
Год: 2025
Страниц: 366
Язык: английский
Формат: pdf (true), epub
Размер: 30.7 MB

Introductory statistics textbook with a focus on Data Science topics such as prediction, correlation, and data exploration. Statistics for Data Science and Analytics is a comprehensive guide to statistical analysis using Python, presenting important topics useful for data science such as prediction, correlation, and data exploration. The authors provide an introduction to statistical science and big data, as well as an overview of Python data structures and operations. A range of statistical techniques are presented with their implementation in Python, including hypothesis testing, probability, exploratory data analysis, categorical variables, surveys and sampling, A/B testing, and correlation. The text introduces binary classification, a foundational element of Machine Learning, validation of statistical models by applying them to holdout data, and probability and inference via the easy-to-understand method of resampling and the bootstrap instead of using a myriad of “kitchen sink” formulas. Regression is taught both as a tool for explanation and for prediction. Python is a general programming language that can be used in many different areas. It is especially popular in the Machine Learning and Data Science communities. A wide range of libraries provide efficient solutions for almost every need, from simple one-off scripts, to web servers, and highly complex scientific applications. As we will see throughout this book, it also has great support for statistics.

Название: Software Programming Basics: AI-Generated Step-by-Step Guide to Help You Start Your Software Programming Journey with Ease
Автор: Vinay Goel
Издательство: Notion Press
Год: 2024
Страниц: 314
Язык: английский
Формат: epub
Размер: 15.0 MB

This book is created with the intent of explaining basic software engineering concepts with short lessons. Nowadays basic programming knowledge is a must have for everyone irrespective of their profession. It will help you visualize how the system, you are interacting with, is working at low level. It will help you in starting your software engineering career. It bridges the gap between a software engineer and a non-software engineer. Software programming is in high demand across various industries. By learning programming skills, you open doors to a wide range of career opportunities, from software development and web development to Data Science, Artificial Intelligence (AI), and cybersecurity. The world of software programming is overwhelming. Embarking on a journey into software programming is both exciting and challenging. One cannot become a software programmer overnight. You need years of hard work and practice to become a proficient software programmer. But the more difficult task is figuring out where to start. The first step is the most difficult step. While it may seem daunting at first, taking the right steps can make the process manageable and rewarding. There are lot of things you have to go through in your software programming journey, like star patterns, C++, Java, Python, jаvascript, react, data structures, OOP, variables, functions, loops, algorithms, time and space complexities, architectures, memory management and lot more. But to understand them, the person should have clear understanding of the basics. This guide aims to provide you with a roadmap for starting your programming journey and building a strong foundation.

Название: Web Applications with ASP.NET Core Blazor: Create Powerful, Responsive, and Engaging Web Applications
Автор: Brian Ding
Издательство: Mercury Learning and Information
Год: 2024
Страниц: 308
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This book covers many different aspects of developing Blazor applications, a modern way to build rich UI web apps. It also introduces methods to leverage .NET and its eco-systems to build a modern enterprise application. It features WebAssembly and how it can be written in any programming language. The book also compares different Blazor hosting models and the strategy to select a model that suits specific business requirements. It is designed for web developers, software engineers, and tech enthusiasts looking to build robust, interactive web applications using ASP.NET Core Blazor. Using a demonstrative approach for Blazor learners, every chapter includes numerous code examples and a Blazor source code analysis. It covers basic Blazor directives and components and how these concepts can be combined together to build a more complex customized component. Master modern deployment techniques with Docker and Kubernetes. This book also explains some advanced techniques to control component rendering and improve performance. Companion files with code samples and color figures are available for downloading from the publisher(with Amazon proof of purchase). WebAssembly (abbreviated as Wasm) is a target for modern languages for compilation of more than one language, designed to be highly efficient while maintaining a safe sandbox environment.

Название: Master Vue.js in 6 Days: Become a Vue.js Expert in Under a Week
Автор: Eric Sarrion
Издательство: Apress
Год: 2024
Страниц: 367
Язык: английский
Формат: pdf (true), epub (true)
Размер: 16.8 MB

Prepare for an exciting journey into the world of Vue.js. Organized into six days of learning Vue.js, this book will guide you through the key concepts needed to become a proficient developer with this versatile framework. Backed by clear explanations, concrete examples, hands-on exercises, and development tips, you’ll examine the main ingredients needed to build web user interfaces. From creating components to handling events, delving into HTTP requests, and custom directives, each day promises a new skill and practical knowledge that you can immediately apply to your projects. Whether it's for creating professional web applications or simply expanding your horizons in web development, this book will equip you with the necessary skills to excel in with Vue.js. So, dive into this adventure and become a Vue.js master in just six days! Web Developers, programmers, students, and teachers who are looking to learn or brush up on Vue.js.

Название: The Rust Data Structure Handbook: Theoretical Insights and Practical Techniques for Mastery
Автор: Amir Keivan Shafiei
Издательство: Independently published
Год: 2024
Страниц: 563
Язык: английский
Формат: epub
Размер: 15.3 MB

Dive into the world of efficient programming with "The Rust Data Structure Handbook." This comprehensive guide bridges the gap between theoretical Computer Science and practical implementation, using Rust as a powerful language for data structure design. We aim to introduce Rust as a powerful language for data structure implementation, preparing students for advanced Computer Science courses or technical interviews, and helping working professionals optimize their code using advanced data structures. Whether you are an undergraduate or graduate Computer Science student, a self-taught programmer looking to formalize your knowledge, or an experienced developer wanting to learn Rust, this book is tailored to meet your needs. Our focus spans various industry sectors, from systems programming to web development. Data structures are fundamental constructs in Computer Science that organize and store data for efficient access and modification. They are the building blocks of algorithms and form the foundation of software design. At their core, data structures are abstract models of information organization, providing a logical structure to data independent of its implementation. By the end of this book, you'll have a solid understanding of data structures and the skills to implement them efficiently in Rust. Whether you're aiming to excel in your studies, advance your career, or optimize your projects, "The Rust Data Structure Handbook" is your key to mastering this crucial aspect of Computer Science.

Название: A Companion Book to Unity from Zero to Proficiency (Foundations): Extra Tips, Projects and Exercises
Автор: Patrick Felicia
Издательство: LPF Publishing
Год: 2024
Страниц: 162
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

This book is a companion manual for "Unity from Zero to Proficiency (Foundations)," offering tips, projects, and exercises for both students and teachers alike. In This Companion Book, Each Chapter Includes a Section for Both Students and Instructors. Students will find a wide range of information to both challenge them and strengthen their knowledge and skills in game programming. To complete the project presented in this book, you need to have the book "Unity from Zero to proficiency". In terms of computer skills, all knowledge introduced in this book will assume no prior programming experience from the reader. This book does not include any programming, as this will be introduced in the second book in the series. So, for now, you only need to be able to perform common computer tasks such as downloading files, opening and saving files, be comfortable with dragging and dropping items, and typing. Many of the activities are step-by-step, and learners are also given the opportunity to engage in deeper learning and problem-solving skills through the challenges offered at the end of each chapter. Each chapter ends-up with a quiz and challenges through which you can put your skills into practice and see how much you know.

Название: Unity from Zero to Proficiency (Foundations): A step-by-step guide to creating your first 3D and 2D game environments, 5th Edition
Автор: Patrick Felicia
Издательство: LPF Publishing
Год: 2023
Страниц: 236
Язык: английский
Формат: epub (true)
Размер: 12.7 MB

Are you ready to create your own epic games? This book is your ultimate ticket to mastering Unity game development. Updaded in July 2023: All chapters and assets are fully compatible with Unity 2022+. Are you ready to turn your gaming passion into reality? This book is your ultimate guide to mastering Unity game development. No prior experience needed! Dive into the exciting world of Unity and learn step-by-step how to design captivating 2D and 3D environments, program engaging gameplay mechanics, and create stunning visual effects. Imagine building your dream games and impressing friends and potential employers with your skills. This book series equips you with the essential knowledge and hands-on practice to become a confident Unity developer. Don't miss out on this opportunity! Join the thriving game development community and bring your imagination to life. Grab your copy of this book now and embark on your journey to becoming a pro Unity developer! This book series assumes no prior knowledge on the part of the reader, and it will get you started on Unity so that you quickly master all the wonderful features that this software provides by going through an easy learning curve. By completing each chapter, and by following step-by-step instructions, you will progressively improve your skills, become more proficient in Unity, and create a survival game using Unity’s core features in terms of programming (i.e., C#), game design, and drag and drop features.

Название: Digital Shakedown: The Complete Guide to Understanding and Combating Ransomware
Автор: Harry Halikias
Издательство: Springer
Год: 2024
Страниц: 126
Язык: английский
Формат: pdf (true), epub
Размер: 18.7 MB

This book is a comprehensive review of ransomware that covers ransomware from every angle. It presents origins, components, purpose, impacts, relevant laws, prevention techniques and proposed solutions. This book also introduces novel concepts such as the Three Cs of Ransomware and The Great Shut Down, Reboot, Pull the Plug Debate. This indispensable book provides readers with the most comprehensive information regarding ransomware ever assembled. It distils technical, legal, and practical topics in a style that is both readable and usable. Offering a thorough and compelling new perspective on ransomware, this invaluable resource benefits business leaders, IT professionals, security and privacy experts and legal practitioners. Students, and anyone seeking to understand this critical issue will want to purchase this book. It is a concise, contemporary, and compelling new perspective on ransomware that will help frame decisions for corporations and policymakers alike.