Название: Data Science for Sensory and Consumer Scientists
Автор: Thierry Worch, Julien Delarue, Vanessa Rios De Souza, John Ennis
Издательство: Springer
Серия: Data Science Series
Год: 2024
Страниц: 349
Язык: английский
Формат: pdf (true), epub
Размер: 25.9 MB

Data Science for Sensory and Consumer Scientists is a comprehensive textbook that provides a practical guide to using Data Science in the field of sensory and consumer science through real-world applications. It covers key topics including data manipulation, preparation, visualization, and analysis, as well as automated reporting, Machine Learning, text analysis, and dashboard creation. Written by leading experts in the field, this book is an essential resource for anyone looking to master the tools and techniques of data science and apply them to the study of consumer behavior and sensory-led product development. Whether you are a seasoned professional or a student just starting out, this book is the ideal guide to using data science to drive insights and inform decision-making in the sensory and consumer sciences. R is a scripting language (not a compiled language) that runs the lines of code or commands one by one, in order. It is one of the most popular languages used by statisticians, data analysts, researchers, marketers, etc. to retrieve, clean, analyze, visualize, and represent data. By the time this book is being written, it is among the most popular programming languages in the world, including the sensory and consumer science field.

Название: iOS Development at Scale: App Architecture and Design Patterns for Mobile Engineers
Автор: Eric Vennaro
Издательство: Apress
Год: 2023
Страниц: 654
Язык: английский
Формат: pdf, epub
Размер: 15.5 MB

Scale mobile applications to handle an enormous user base and development team. This book outlines the scaling challenges that mobile engineers face and some standard techniques and design patterns to deal with those issues. This book will teach you how to build mobile applications that will scale for millions of users while growing your career to the staff and principal levels. The book is structured to mirror an engineer’s career path and maps the career stages to the tools needed for success at each one. We start with the basics of engineering covered with a Swift language focus; however, most fundamentals are applicable beyond the Swift programming language. This is by design because, over time, frameworks and languages will come and go (SwiftUI, obj-c), but the fundamental concepts underlying them will not. Understanding these basic concepts allows you to apply them to changing environments and efficiently learn new tools – an even more critical skill at scale because many large companies write custom implementations. Understanding the fundamentals marks the first stage of a software engineer’s career and the first part of this book.

Название: Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning, 2nd Edition (Final Release)
Автор: Kyle Gallatin, Chris Albon
Издательство: O’Reilly Media, Inc.
Год: 2023
Страниц: 416
Язык: английский
Формат: pdf (true), epub (true), mobi
Размер: 10.2 MB, 10.2 MB

This practical guide provides more than 200 self-contained recipes to help you solve Machine Learning challenges you may encounter in your work. If you're comfortable with Python and its libraries, including Pandas and Scikit-learn, you'll be able to address specific problems all the way from loading data to training models and leveraging neural networks. Each recipe in this updated edition includes code that you can copy, paste, and run with a toy dataset to ensure it works. From there, you can adapt these recipes according to your use case or application. Recipes include a discussion that explains the solution and provides meaningful context. Go beyond theory and concepts by learning the nuts and bolts you need to construct working machine learning applications. NumPy is a foundational tool of the Python Machine Learning stack. NumPy allows for efficient operations on the data structures often used in machine learning: vectors, matrices, and tensors. While NumPy isn’t the focus of this book, it will show up frequently in the following chapters. The Chapter 1 covers the most common NumPy operations we’re likely to run into while working on Machine Learning workflows.

Название: Building the Modern Workplace with SharePoint Online: Solutions with SPFx, JSON Formatting, Power Automate, Power Apps, Teams, and PVA, 2nd Edition
Автор: Hari Narayn
Издательство: Apress
Год: 2023
Страниц: 401
Язык: английский
Формат: pdf
Размер: 13.0 MB

This book is a comprehensive guide that will empower you to create robust digital workplace solutions from scratch using SharePoint Online and Microsoft’s Power Platform. This revised edition incorporates the latest features of SharePoint Online, including Advanced JSON formatting, Power Automate updates, and SPFx updates. Author Hari Narayn kicks things off with an overview of the fundamentals of SharePoint Online, followed by tutorials covering how to analyze business requirements, design solutions, and leverage SharePoint Online's extensive functionalities. The book covers essential topics such as creating basic artifacts, building SharePoint forms using out-of-the-box forms, and mastering JSON formatting through practical examples. You’ll explore the basics of Power Apps and how to integrate it with SharePoint Online before diving into advanced Power Automate and discovering how to automate processes and streamline workflows. Additionally, you’ll gain insight into SharePoint Framework (SPFx) customization, empowering you to tailor SharePoint Online sites to suit specific needs. Configuration and customization of PnP modern search are also detailed, so that you can optimize search capabilities within SharePoint Online. You will also learn how to integrate Microsoft Teams, MS Graph, and Power Virtual Agents with SharePoint Online to enhance collaboration.

Название: Введение в UML
Автор: Бабич А.В.
Издательство: ИНТУИТ
Год: 2022
Cтраниц: 198
Формат: pdf
Размер: 22 мб
Язык: русский

Учебное пособие поможет составить представление о UML, убедиться в его простоте и полезности, поверить в свои способности к UML-моделированию, наметить направления дальнейшего совершенствования своих знаний. Издание не сделает из читателя профессионала, но поможет понять основополагающие концепции рассматриваемой технологии, на которые читатель сможет в дальнейшем «нарастить» более конкретные знания.

Название: Deep Learning for Data Architects: Unleash the power of Python's deep learning algorithms
Автор: Shekhar Khandelwal
Издательство: BPB Publications
Год: 2024
Страниц: 544
Язык: английский
Формат: pdf, epub
Размер: 29.7 MB

A hands-on guide to building and deploying Deep Learning models with Python. “Deep Learning for Data Architects” is a comprehensive guide that bridges the gap between data architecture and Deep Learning. It provides a solid foundation in Python for data science and serves as a launchpad into the world of AI and Deep Learning. The book begins by addressing the challenges of transforming raw data into actionable insights. It provides a practical understanding of data handling and covers the construction of neural network-based predictive models. The book then explores specialized networks such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and generative adversarial networks (GANs). The book delves into the theory and practical aspects of these networks and offers Python code implementations for each. The final chapter of the book introduces Transformers, a revolutionary model that has had a significant impact on natural language processing (NLP). This chapter provides you with a thorough understanding of how Transformers work and includes Python code implementations. This book is for anyone who is interested in a career in emerging technologies, such as Artificial Intelligence (AI), data analytics, Machine Learning, Deep Learning, and Data Science.

Название: Build Serverless Apps on Kubernetes with Knative: Build, deploy, and manage serverless applications on Kubernetes
Автор: Amit Deshpande, Anuj Gupta, Ashish Saxena
Издательство: BPB Publications
Год: 2024
Страниц: 364
Язык: английский
Формат: pdf, epub
Размер: 10.2 MB

Learn how to deploy and maintain high-performing, resilient serverless applications using Knative. As cloud computing has become increasingly important in modern development workflows, developers have begun to look for ways to harness its full potential. Serverless architecture is one such approach, and Knative is a powerful and versatile solution for deploying and managing serverless containers. This book is a comprehensive guide to Knative serverless containers. It begins by introducing the core concepts of serverless architecture and its benefits. Then, it provides an in-depth exploration of Knative, its components, and how it fits within the broader Kubernetes ecosystem. The book demonstrates how to build, deploy, and manage serverless containers using Knative through practical examples and case studies. It covers topics such as setting up a development environment, creating custom serverless applications, integrating with other cloud-native tools and services, and best practices for monitoring, logging, and troubleshooting. Toward the end, the book delves into advanced topics such as scaling, performance optimization, and security. By the book's end, you can run serverless applications on Kubernetes using Knative.

Название: Introduction To Coding for Class VII: A Perfect Textbook to Learn Basics of Block Coding
Автор: S.P. Verma
Издательство: BPB Publications
Год: 2022
Страниц: 343
Язык: английский
Формат: pdf, epub
Размер: 24.1 MB

A quality Textbook on Introduction to Coding for class VII students as per CBSE norms. Coding is regarded as a creative activity which is open to all students. Coding helps the students to build computational thinking, develop life skills, like problem solving skills, empathy, critical thinking and exposure to real life situations to solve problems in various fields. Introduction to Coding (for Class VII) is a textbook cum practical book written as per the guidelines provided by the CBSE. It is an essential textbook fulfilling the requirements of the students in the skill subject Coding (for class VII). It takes the learners through all the essential theoretical concepts of Block coding followed by activities and projects on Coding/Programs. This textbook introduces concepts of coding and computational thinking using real life examples and block coding with open source MakeCode platform and gamified learning approach to make learning experience more engaging. The book is intuitive with practical examples of theoretical concepts and applied exercises. The book has included mini projects that students can work on. This book is for Class VII students of CBSE schools and any other learner interested in learning Block Coding.

Название: Mastering Augmented Reality Development with Unity: Create immersive and engaging AR experiences with Unity
Автор: Indika Wijesooriya
Издательство: BPB Publications
Год: 2024
Страниц: 747
Язык: английский
Формат: pdf
Размер: 27.8 MB

A comprehensive guide to building augmented reality applications with Unity 3D. “Mastering Augmented Reality Development with Unity” is a comprehensive guide that will take you from beginner to expert in AR development. Whether you are a beginner or an experienced developer, this book is the perfect resource for learning to create amazing AR experiences. The book begins with an introduction to AR, covering its core principles and potential applications. You will learn how to visualize AR environments and create visually stunning experiences. Next, the book explores the various tools and development platforms available for AR, with a focus on Unity 3D as the industry-standard platform. You will be guided through creating custom AR components and refreshing your C# programming skills within Unity. The book covers practical applications of AR development, including building 3D mobile apps, marker-based AR apps using Vuforia, and marker-less AR apps with AR Kit and AR Core. You will also learn about world-scale AR development with Niantic Lightship. The latter part of the book focuses on best practices in AR application design, ensuring intuitive and user-friendly experiences. Additionally, readers will learn techniques for optimizing AR app performance. This book is for anyone who has a basic understanding of programming and is interested in learning to build AR applications using Unity 3D.

Название: AI: Limits and Prospects of Artificial Intelligence
Автор: Peter Klimczak, Christer Petersen (eds.)
Издательство: Transcript Publishing
Год: 2023
Страниц: 291
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

The emergence of Artificial Intelligence has triggered enthusiasm and promise of boundless opportunities as much as uncertainty about its limits. The contributions to this volume explore the limits of AI, describe the necessary conditions for its functionality, reveal its attendant technical and social problems, and present some existing and potential solutions. At the same time, the contributors highlight the societal and attending economic hopes and fears, utopias and dystopias that are associated with the current and future development of Artificial Intelligence. Intelligent machines and algorithms, mostly subsumed under the name of Artificial Intelligence (AI), are pervading ever more areas of modern life. In doing so, they are increasingly presenting results that exceed the capabilities of humans in the respective area of application. Examples are Alpha Go in the Asian game of Go, AI-based chess computers, ChatGPT or the Watson system in the television show Jeopardy. But what can really be concluded from such results with respect to the capabilities of Artificial Intelligence?