This book covers modern data engineering functions and important Python libraries, to help you develop state-of-the-art ML pipelines and integration code.The book begins by explaining data analytics and transformation, delving into the Pandas library, its capabilities, and nuances. It then explores emerging libraries such as Polars and CuDF, providing insights into GPU-based computing and cutting-edge data manipulation techniques. The text discusses the importance of data validatio...

A recent survey stated that 52% of embedded projects are late by 4-5 months. This book can help get those projects in on-time with design patterns. The author carefully takes into account the special concerns found in designing and developing embedded applications specifically concurrency, communication, speed, and memory usage. Patterns are given in UML (Unified Modeling Language) with examples including ANSI C for direct and practical application to C code. A basic C knowledge is a prere...

API Design for C++ provides a comprehensive discussion of Application Programming Interface (API) development, from initial design through implementation, testing, documentation, release, versioning, maintenance, and deprecation. It is the only book that teaches the strategies of C++ API development, including interface design, versioning, scripting, and plug-in extensibility. Drawing from the author's experience on large scale, collaborative software projects, the text offers practical te...

Key FeaturesBook DescriptionThis book is intended for developers who need to quickly become productive with Odoo. You are expected to have experience developing business applications, as well as an understanding of MVC application design and knowledge of the Python programming language.What you will learnWho this book is forThis book is intended for developers who need to quickly become productive with Odoo. You are expect...

Design scalable and high-performance enterprise applications using the latest features of C\# 10 and .NET 6Key FeaturesGain comprehensive software architecture knowledge and the skillset to create fully modular appsSolve scalability problems in web apps using enterprise architecture patternsMaster new developments in front-end architecture and the application of AI for software architectsBook DescriptionSoftware architecture ...

Learn how to apply a test-driven development process by building ready C\# 7 and .NET Core applications.Key FeaturesCreate tests to quickly detect and resolve issues when writing portable codeUncover code integration issues that improve code quality using continuous integrationSet up and use data-driven unit testing to verify your codeBook DescriptionThis book guides developers to create robust, production-ready C\# 7 and .NE...

Starting with the fundamentals of the databricks lakehouse platform, the book teaches readers on administering various data operations, including Machine Learning, DevOps, Data Warehousing, and BI on the single platform.The subsequent chapters discuss working around data pipelines utilizing the databricks lakehouse platform with data processing and audit quality framework. The book teaches to leverage the Databricks Lakehouse platform to develop delta live tables, streamline ETL/ELT operat...

Explore Golang\\'s data structures and algorithms to design, implement, and analyze code in the professional settingKey FeaturesLearn the basics of data structures and algorithms and implement them efficientlyUse data structures such as arrays, stacks, trees, lists and graphs in real-world scenariosCompare the complexity of different algorithms and data structures for improved code performanceBook DescriptionGolang is one of ...

Fast track your development skills to build resourceful, open-source business applications with Odoo 11Key FeaturesDiscover the latest technical capabilities in Odoo 11 while you build your own appProgram business logic and manipulate data to implement specific business rules in your applicationsImplement automated tests to add modules and techniques and debug module business logicBook DescriptionOdoo continues to gain worldw...

Design and architect real-world scalable C++ applications by exploring advanced techniques in low-level programming, object-oriented programming (OOP), the Standard Template Library (STL), metaprogramming, and concurrencyKey FeaturesDesign professional-grade, maintainable apps by learning advanced concepts such as functional programming, templates, and networkingApply design patterns and best practices to solve real-world problemsImprove the pe...

Learn how to get the most out of JMeter, improve the productivity of your apps, and integrate JMeter with your Agile and DevOps processes.Key FeaturesGain insights into preparing test environments and selecting the correct use cases to load testLearn to analyze a load test with Backend Listener, HTML Report Dashboard, and View Results TreeExplore how to integrate JMeter in the software factoryBook Description...

Essential Database Skills--Made Easy!Learn standard database design and management techniques applicable to any type of database. Featuring clear examples using both Microsoft Access and Oracle, Databases: A Beginner's Guide begins by showing you how to use Structured Query Language (SQL) to create and access database objects. Then, you'll discover how to implement logical design using normalization, transform the logical design into a physical database, a...