Advances in narrow artificial intelligence make possible agentive systems that do things directly for their users (like, say, an automatic pet feeder).
User research war stories are personal accounts of the challenges researchers encounter out in the field, where mishaps are inevitable, yet incredibly instructive.
If you are in charge of the user experience, development, or strategy for a web site, A Web for Everyone will help you make your site accessible without sacrificing design or innovation.
Forms make or break the most crucial online interactions: checkout (commerce), registration (community), data input (participation and sharing), and any task requiring information entry.
Effective interface animation deftly combines form and function to improve feedback, aid in orientation, direct attention, show causality, and express your brands personality.
Emergencieslanding a malfunctioning plane, resuscitating a heart attack victim, or avoiding a head-on car crashall require split-second decisions that can mean life or death.
This book is designed as a reference text and provides a comprehensive overview of conceptual and practical knowledge about deep learning in medical image processing techniques.
Draw a Better Business is an illustrated practical guide for freelancers and business people who want to tap into their innate creativity, learn to use visual skills and techniques and gain the business benefits.
Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problemsKey FeaturesDelve into machine learning with this comprehensive guide to scikit-learn and scientific PythonMaster the art of data-driven problem-solving with hands-on examplesFoster your theoretical and practical knowledge of supervised and unsupervised machine learning algorithmsBook DescriptionMachine learning is applied everywhere, from business to research and academia, while scikit-learn is a versatile library that is popular among machine learning practitioners.
The advent of new information retrieval (IR) technologies and approaches to storage and retrieval provide communities with previously unheard of opportunities for mass documentation, digitization, and the recording of information in all its forms.
This landmark text captures a global cross-section of leading voices and provides a clear and coherent overview of the user studies domain and user issues in digital libraries.
An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithmsKey FeaturesExplore statistics and complex mathematics for data-intensive applicationsDiscover new developments in EM algorithm, PCA, and bayesian regressionStudy patterns and make predictions across various datasetsBook DescriptionMachine learning has gained tremendous popularity for its powerful and fast predictions with large datasets.
Introduction to deep learning and PyTorch by building a convolutional neural network and recurrent neural network for real-world use cases such as image classification, transfer learning, and natural language processing.
The field of sketch-based interfaces and modeling (SBIM) is concerned with developing methods and techniques to enable users to interact with a computer through sketching - a simple, yet highly expressive medium.
A practical guide to getting the most out of Excel, using it for data preparation, applying machine learning models (including cloud services) and understanding the outcome of the data analysis.
A practical guide filled with over 120 infographics to help you administer Moodle for large organizations and small enterprises, updated to Moodle 4 and packed with real-world examples addressing today's LMS needsKey FeaturesLearn how to plan, install, customize, and optimize Moodle and Moodle WorkplaceDeliver a cutting-edge learning experience in a secure and customizable environment while optimizing the Moodle environmentDiscover solutions to common problems while administering Moodle using a wide range of real-world examplesBook DescriptionThis updated fourth edition of the classic Moodle Administration guide has been written from the ground up and covers all the new Moodle features in great breadth and depth.
Find, explore, and extract big data to transform into actionable insightsKey FeaturesPerform end-to-end data analysis-from exploration to visualizationReal-world examples, tasks, and interview queries to be a proficient data scientistUnderstand how SQL is used for big data processing using HiveQL and SparkSQLBook DescriptionSQL Server is a relational database management system that enables you to cover end-to-end data science processes using various inbuilt services and features.
An expert guide to implementing fast, secure, and scalable decentralized applications that work with thousands of users in real timeKey FeaturesImplement advanced features of the Ethereum network to build powerful decentralized applicationsBuild smart contracts on different domains using the programming techniques of Solidity and VyperExplore the architecture of Ethereum network to understand advanced use cases of blockchain development Book DescriptionEthereum is one of the commonly used platforms for building blockchain applications.
Discover how to describe your data in detail, identify data issues, and find out how to solve them using commonly used techniques and tips and tricksKey FeaturesGet well-versed with various data cleaning techniques to reveal key insightsManipulate data of different complexities to shape them into the right form as per your business needsClean, monitor, and validate large data volumes to diagnose problems before moving on to data analysisBook DescriptionGetting clean data to reveal insights is essential, as directly jumping into data analysis without proper data cleaning may lead to incorrect results.
A wakeup call that shows us how to live our best and longest lives through the power of AIKey FeaturesDiscover how the latest cutting-edge developments in health and AI are helping us live longer, healthier, and better livesPersonalize your health, wealth and well-being using technology best suited to help you plan and build up your assets for a multi-stage lifeUnderstand how we can live our best lives in a post-COVID-19 world and equip ourselves for the next pandemic using technologyBook DescriptionLive Longer with AI examines how the latest cutting-edge developments are helping us to live longer, healthier and better too.
Solve all big data problems by learning how to create efficient data modelsKey FeaturesCreate effective models that get the most out of big dataApply your knowledge to datasets from Twitter and weather data to learn big dataTackle different data modeling challenges with expert techniques presented in this bookBook DescriptionModeling and managing data is a central focus of all big data projects.
This book is about the "e;benefits of inconvenience (BoI)"e;, providing a new approach to designing innovative systems and opening an alternative viewpoint to readers for looking at the world.
Solve real-world business problems by learning how to create common industry key performance indicators and other calculations using DAX within Microsoft products such as Power BI, SQL Server, and Excel.
Learn how to quickly generate business intelligence, insights and create interactive dashboards for digital storytelling through various data sources with RedashKey FeaturesLearn the best use of visualizations to build powerful interactive dashboardsCreate and share visualizations and data in your organizationWork with different complexities of data from different data sourcesBook DescriptionData exploration and visualization is vital to Business Intelligence, the backbone of almost every enterprise or organization.
Get to grips with the Cypress framework and learn how to best implement end-to-end automation testing with JavaScript with the help of expert tips, best practices, and real-world testing examplesKey FeaturesWrite your first end-to-end test and find out how to modernize your testing environmentExecute test-driven web development and cross-browser testing using CypressDiscover the advantages of using Cypress over Selenium and refactor testing for modern web appsBook DescriptionCypress is a modern test automation framework for web-based frontend apps.
Learn how to build dynamic schema-driven forms with Vue from scratchKey FeaturesUnderstand the basics of form component compositionScale and integrate your forms with libraries such as Vuex and VuelidateConvert any form into a self-generated schema-driven appBook DescriptionAlmost every web application and site out there handles user input in one way or another, from registration forms and log-in handling to registration and landing pages.
