Data Analysis Foundations with Python. Master Data Analysis with Python: From Basics to Advanced Techniques

Cuantum Technologies LLC

Embark on a comprehensive journey through data analysis with Python. Begin with an introduction to data analysis and Python, setting a strong foundation before delving into Python programming basics. Learn to set up your data analysis environment, ensuring you have the necessary tools and libraries at your fingertips. As you progress, gain proficiency in NumPy for numerical operations and Pandas for data manipulation, mastering the skills to handle and transform data efficiently.Proceed to data visualization with Matplotlib and Seaborn, where you'll create insightful visualizations to uncover patterns and trends. Understand the core principles of exploratory data analysis (EDA) and data preprocessing, preparing your data for robust analysis. Explore probability theory and hypothesis testing to make data-driven conclusions and get introduced to the fundamentals of machine learning. Delve into supervised and unsupervised learning techniques, laying the groundwork for predictive modeling.To solidify your knowledge, engage with two practical case studies: sales data analysis and social media sentiment analysis. These real-world applications will demonstrate best practices and provide valuable tips for your data analysis projects.

HBase Essentials. A practical guide to realizing the seamless potential of storing and managing high-volume, high-velocity data quickly and painlessly with HBase

Nishant Garg

C++20 STL Cookbook. Leverage the latest features of the STL to solve real-world problems

Bill Weinman

Fast, efficient, and flexible, the C++ programming language has come a long way and is used in every area of the industry to solve many problems. The latest version C++20 will see programmers change the way they code as it brings a whole array of features enabling the quick deployment of applications. This book will get you up and running with using the STL in the best way possible.Beginning with new language features in C++20, this book will help you understand the language's mechanics and library features and offer insights into how they work. Unlike other books, the C++20 STL Cookbook takes an implementation-specific, problem-solution approach that will help you overcome hurdles quickly. You'll learn core STL concepts, such as containers, algorithms, utility classes, lambda expressions, iterators, and more, while working on real-world recipes. This book is a reference guide for using the C++ STL with its latest capabilities and exploring the cutting-edge features in functional programming and lambda expressions.By the end of the book C++20 book, you'll be able to leverage the latest C++ features and save time and effort while solving tasks elegantly using the STL.

The SketchUp Handbook for Interior Design. A step-by-step visual approach to planning, designing, and presenting interior spaces

Rebecca Terpstra, Dana Hoffman

Design professionals often find it hard to help their clients visualize their unique concepts and visions. Luckily, SketchUp bridges this communication gap with a powerful set of tools for visualizing and presenting your design ideas. This book teaches the approach perfected by two successful interior designers who have mastered SketchUp Pro/Studio to generate a workflow that produces fascinating designs and enables you to communicate them through vivid illustrations.Starting with a review of the basics of creating 3D models, this book introduces Becca’s Hierarchy of Modeling—a ten-step process that establishes a rhythmic pattern in your workflow. As you progress, you’ll build on your SketchUp Pro knowledge by constructing architectural elements of a commercial building and furnishing a residential room with your own furniture, fixtures, and equipment (FFE) from scratch. From infusing photorealism into models to crafting appealing client presentations using SketchUp LayOut, this book has you covered. Each chapter provides step-by-step explanations of essential concepts and practical examples to reinforce learning.By the end of this book, you’ll have an advanced understanding of SketchUp Pro’s capabilities, ensuring you enjoy working on conceptual or full design projects from start to finish and showing off your design prowess.

Core Data iOS Essentials. Knowing Core Data gives you the option of creating data-driven iOS apps, and this book is the perfect way to learn as it takes you through the process of creating an actual app with hands-on instructions

Bintu Harwani, B. M. Harwani

Core Data is the essential ingredient in data driven iOS apps. It's used for storing, retrieving, and manipulating application data in databases, XML, and binary formats. It's an essential component for iPhone, iPod Touch, and iPad apps.Core Data Essentials provides a clear, readable guide to the most useful aspects of Core Data. Built around a realistic example app, the book showcases the most important aspects of Core Data development in the context of a complete, functioning app written in Objective C.The book starts with a tour of how the app works. Then you'll see how to easily display data using the Table View. You'll learn how to develop an appropriate data model that fits the needs of your app, then implement that model as updatable data objects. You'll see how to update data and build relationships between objects and learn how Core Data can work with search, and how to provide your users with friendly data editing features.

Blazor WebAssembly by Example. A project-based guide to building web apps with .NET, Blazor WebAssembly, and C#

Toi B. Wright, Scott Hanselman

Blazor WebAssembly makes it possible to run C# code on the browser instead of having to use JavaScript, and does not rely on plugins or add-ons. The only technical requirement for using Blazor WebAssembly is a browser that supports WebAssembly, which, as of today, all modern browsers do. Blazor WebAssembly by Example is a project-based guide for learning how to build single-page web applications using the Blazor WebAssembly framework. This book emphasizes the practical over the theoretical by providing detailed step-by-step instructions for each project.You'll start by building simple standalone web applications and progress to developing more advanced hosted web applications with SQL Server backends. Each project covers a different aspect of the Blazor WebAssembly ecosystem, such as Razor components, JavaScript interop, event handling, application state, and dependency injection. The book is designed in such a way that you can complete the projects in any order.By the end of this book, you will have experience building a wide variety of single-page web applications with .NET, Blazor WebAssembly, and C#.

IT Inventory and Resource Management with OCS Inventory NG 1.02. Eliminate inventorying dilemmas by implementing a free and feasible IT Inventory solution

Barzan Antal Tony (Euro), Barzan "Tony" Antal, Pierre Lemmet

OCS Inventory NG is a cross-platform, open-source inventory and asset management solution. It brings more than plentiful features to the table to satisfy the business needs of small-to-large organizations with up to tens of thousands of computers. However, to put this inventory solution to optimum use requires a lot of skill.This book will lead you through the steps of implementing OCS-NG until you master working with it. This book aims at reducing efforts involved in resource management. The solution gives a robust foundation on top of which we can implement other third party applications, plugins, and much more.This book begins with the basics—it explains what IT inventorying needs are to be met in the real-world. Then, it covers a step-by-step approach to everything you need to know to set up and implement OCS-NG as a centralized inventory solution to meet all these requirements. It delves deeper into carrying out inventory tasks with every chapter.You will learn how to choose the best agent type and deployment method. We discuss the process of gathering inventory data and cover techniques for creating and deploying packages. You will also learn how to acquire added benefits with the use of plugins. We discuss best practices on inventorying and troubleshooting agent-related problems. The book presents real-world inventorying scenarios along with their solutions. You will basically learn how to use OCS-NG to get the most out of it.As a conclusion, if you want to learn about a free solution that fulfils inventorying necessities of the real-world, this is the book for you.

Linux Kernel Programming. A comprehensive and practical guide to kernel internals, writing modules, and kernel synchronization - Second Edition

Kaiwan N. Billimoria

The 2nd Edition of Linux Kernel Programming is an updated, comprehensive guide for new programmers to the Linux kernel. This book uses the recent 6.1 Long-Term Support (LTS) Linux kernel series, which will be maintained until Dec 2026, and also delves into its many new features. Further, the Civil Infrastructure Project has pledged to maintain and support this 6.1 Super LTS (SLTS) kernel right until August 2033, keeping this book valid for years to come!You’ll begin this exciting journey by learning how to build the kernel from source. In a step by step manner, you will then learn how to write your first kernel module by leveraging the kernel’s powerful Loadable Kernel Module (LKM) framework. With this foundation, you will delve into key kernel internals topics including Linux kernel architecture, memory management, and CPU (task) scheduling. You’ll finish with understanding the deep issues of concurrency, and gain insight into how they can be addressed with various synchronization/locking technologies (e.g., mutexes, spinlocks, atomic/refcount operators, rw-spinlocks and even lock-free technologies such as per-CPU and RCU).By the end of this book, you’ll have a much better understanding of the fundamentals of writing the Linux kernel and kernel module code that can straight away be used in real-world projects and products.