Learn Python by Building Data Science Applications. A fun, project-based guide to learning Python 3 while building real-world apps

Philipp Kats, David Katz

Python is the most widely used programming language for building data science applications. Complete with step-by-step instructions, this book contains easy-to-follow tutorials to help you learn Python and develop real-world data science projects. The “secret sauce” of the book is its curated list of topics and solutions, put together using a range of real-world projects, covering initial data collection, data analysis, and production.This Python book starts by taking you through the basics of programming, right from variables and data types to classes and functions. You’ll learn how to write idiomatic code and test and debug it, and discover how you can create packages or use the range of built-in ones. You’ll also be introduced to the extensive ecosystem of Python data science packages, including NumPy, Pandas, scikit-learn, Altair, and Datashader. Furthermore, you’ll be able to perform data analysis, train models, and interpret and communicate the results. Finally, you’ll get to grips with structuring and scheduling scripts using Luigi and sharing your machine learning models with the world as a microservice.By the end of the book, you’ll have learned not only how to implement Python in data science projects, but also how to maintain and design them to meet high programming standards.

OpenCV Essentials. Acquire, process, and analyze visual content to build full-fledged imaging applications using OpenCV

Jesus Salido Tercero, Maria Gloria Bueno Garcia, Noelia Vallez Enano, Ismael Serrano Gracia, ...

CMake Best Practices. Upgrade your C++ builds with CMake for maximum efficiency and scalability - Second Edition

Dominik Berner, Mustafa Kemal Gilor

Discover the cutting-edge advancements in CMake with the new edition of CMake Best Practices. This book focuses on real-world applications and techniques to leverage CMake, avoiding outdated hacks and overwhelming documentation.You’ll learn how to use CMake presets for streamlined project configurations and embrace modern package management with Conan 2.0. Covering advanced methods to integrate third-party libraries and optimize cross-platform builds, this updated edition introduces new tools and techniques to enhance software quality, including testing frameworks, fuzzers, and automated documentation generation. Through hands-on examples, you’ll become proficient in structuring complex projects, ensuring that your builds run smoothly across different environments. Whether you’re integrating tools for continuous integration or packaging software for distribution, this book equips you with the skills needed to excel in modern software development.By the end of the book, you’ll have mastered setting up and maintaining robust software projects using CMake to streamline your development workflow and produce high-quality software.

Learning Anime Studio. Bring life to your imagination with the power of Anime Studio

Chad Troftgruben

Corona SDK Mobile Game Development: Beginner's Guide. Learn, explore, and create commercially successful mobile games for iOS and Android

Michelle M Fernandez

Building Websites with Microsoft Content Management Server. A fast-paced and practical tutorial guide for C# developers starting out with MCMS 2002

Stefan Gossner, Lim Mei Ying, Joel Ward

Microsoft Content Management Server 2002 is a dynamic web publishing system with which you can build websites quickly and cost-efficiently. MCMS provides the administration, authoring, and data management functionality, and you provide the website interface, logic, and workflow. Once your website is up and running, your content contributors can add and edit content on their own, without the need to work with developers or the IT department. First time developers of Microsoft Content Management Server 2002 face a relatively steep learning curve. Not only are they expected to be conversant in the Microsoft .NET Framework, they are also required to be familiar with the concepts of MCMS 2002. Many beginners to MCMS start out by looking at the example site that ships with the product; tweaking it, dissecting it and turning it inside out using the obscure code comments as markers. However, when it comes to starting their own website from scratch, many are baffled ? where do they begin? This book exists to answer that question; teaching the essential concepts of MCMS 2002 in a clear, straightforward and practical manner. Containing answers to some of the most asked questions in developer newsgroups, this book is a treasure trove of tricks and tips for solving the problems faced by MCMS developers. This is a unique resource focused exclusively on the needs of developers using MCMS. It doesn?t waste time and pages on user or administrator level information that is well covered in other documentation. It?s a distillation of practical experience that developers need to get results, fast. The authors carefully structured example project complements and extends the knowledge gained from an initial look at the examples that ship with MCMS.

Embedded Linux Projects Using Yocto Project Cookbook. Over 70 hands-on recipes for professional embedded Linux developers to optimize and boost their Yocto know-how

Alex Gonzalez

Advanced Express Web Application Development. For experienced JavaScript developers this book is all you need to build highly scalable, robust applications using Express. It takes you step by step through the development of a single page application so you learn empirically

Andrew Keig

Building an Express application that is reliable, robust, maintainable, testable, and can scale beyond a single server requires a bit of extra thought and effort. Express applications that need to survive in a production environment will need to reach out to the Node ecosystem and beyond, for support.You will start by laying the foundations of your software development journey, as you drive-out features under test. You will move on quickly to expand on your existing knowledge, learning how to create a web API and a consuming client. You will then introduce a real-time element in your application.Following on from this, you will begin a process of incrementally improving your application as you tackle security, introduce SSL support, and how to handle security vulnerabilities. Next, the book will take you through the process of scaling and then decoupling your application. Finally, you will take a look at various ways you can improve your application's performance and reliability.