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Machine Learning Kompakt
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Book Synopsis ICTERI 2021 Workshops by : Oleksii Ignatenko
Download or read book ICTERI 2021 Workshops written by Oleksii Ignatenko and published by Springer Nature. This book was released on 2022-09-13 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the workshops papers presented at the 17th International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications, ICTERI 2021, held in Kherson, Ukraine, in September-October 2021. The 33 revised full papers and 4 short papers included in this volume were carefully reviewed and selected from 105 initial submissions. The papers are organized according to the following workshops: 9th International Workshop on Information Technology in Economic Research (ITER 2021); 5th International Workshop on Methods, Resources and Technologies for Open Learning and Research (MROL 2021); International Workshop RMSEBT 2021: Rigorous Methods in Software Engineering and Blockchain Technologies; 7th International Workshop on Theory of Reliability and Markov Modeling for Information Technologies (TheRMIT 2021); 1st Ukrainian Natural Language Processing Workshop (UNLP 2021).
Author :Lucas Paletta, Hasan Ayaz and Umer Asgher Publisher :AHFE International ISBN 13 :1958651494 Total Pages :227 pages Book Rating :4.9/5 (586 download)
Book Synopsis Cognitive Computing and Internet of Things by : Lucas Paletta, Hasan Ayaz and Umer Asgher
Download or read book Cognitive Computing and Internet of Things written by Lucas Paletta, Hasan Ayaz and Umer Asgher and published by AHFE International. This book was released on 2023-07-19 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 14th International Conference on Applied Human Factors and Ergonomics (AHFE 2023), July 20–24, 2023, San Francisco, USA
Book Synopsis Applied Data Science in Tourism by : Roman Egger
Download or read book Applied Data Science in Tourism written by Roman Egger and published by Springer Nature. This book was released on 2022-01-31 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Access to large data sets has led to a paradigm shift in the tourism research landscape. Big data is enabling a new form of knowledge gain, while at the same time shaking the epistemological foundations and requiring new methods and analysis approaches. It allows for interdisciplinary cooperation between computer sciences and social and economic sciences, and complements the traditional research approaches. This book provides a broad basis for the practical application of data science approaches such as machine learning, text mining, social network analysis, and many more, which are essential for interdisciplinary tourism research. Each method is presented in principle, viewed analytically, and its advantages and disadvantages are weighed up and typical fields of application are presented. The correct methodical application is presented with a "how-to" approach, together with code examples, allowing a wider reader base including researchers, practitioners, and students entering the field. The book is a very well-structured introduction to data science – not only in tourism – and its methodological foundations, accompanied by well-chosen practical cases. It underlines an important insight: data are only representations of reality, you need methodological skills and domain background to derive knowledge from them - Hannes Werthner, Vienna University of Technology Roman Egger has accomplished a difficult but necessary task: make clear how data science can practically support and foster travel and tourism research and applications. The book offers a well-taught collection of chapters giving a comprehensive and deep account of AI and data science for tourism - Francesco Ricci, Free University of Bozen-Bolzano This well-structured and easy-to-read book provides a comprehensive overview of data science in tourism. It contributes largely to the methodological repository beyond traditional methods. - Rob Law, University of Macau
Book Synopsis The Hundred-page Machine Learning Book by : Andriy Burkov
Download or read book The Hundred-page Machine Learning Book written by Andriy Burkov and published by . This book was released on 2019 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.
Book Synopsis An Aesthetic Critique of Digital Enhancement by : Sarah Bianchi
Download or read book An Aesthetic Critique of Digital Enhancement written by Sarah Bianchi and published by Rowman & Littlefield. This book was released on 2023-10-15 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the paradox of digital enhancement: we simultaneously desire to be governed by the logic of perfection and to be self-governed. Through genealogical and aesthetic critique, Sarah Bianchi questions the costs of our digital present and conceptualizes how to critically construct an enlightened agency.
Book Synopsis Users & Machine Learning-based Curation Systems by : Hendrik Heuer
Download or read book Users & Machine Learning-based Curation Systems written by Hendrik Heuer and published by Staats- und Universitätsbibliothek Bremen. This book was released on 2020-09-03 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Users are increasingly interacting with machine learning (ML)-based curation systems. YouTube and Facebook, two of the most visited websites worldwide, utilize such systems to curate content for billions of users. Contemporary challenges such as fake news, filter bubbles, and biased predictions make the understanding of ML-based curation systems an important and timely concern. Despite their political, social, and cultural importance, practitioners' framing of machine learning and users' understanding of ML-based curation systems have not been investigated systematically. This is problematic since machine learning - as a novel programming paradigm in which a mapping between input and output is inferred from data - poses a variety of open research questions regarding users' understanding. The first part of this thesis provides the first in-depth investigation of ML-based curation systems as socio-technical systems. The second part of the thesis contributes recommendations on how ML-based curation systems can and should be explained and audited. The first part analyses practitioners' framing of ML by examining how the term machine learning, ML applications, and ML algorithms are framed in tutorials. The thesis also investigates the beliefs that users have about YouTube and introduces a user belief framework of ML-based curation systems. Furthermore, it demonstrates how limited users' capabilities for providing input data for ML-based curation systems are. The second part evaluates different explanations of ML-based systems. This evaluation uncovered an explanatory gap between what is available to explain ML-based curation systems and what users need to understand such systems. Informed by this explanatory gap, the second part of this thesis demonstrates that audits of ML systems can be an important alternative to explanations. This demonstration of audits also uncovers a popularity bias enacted by YouTube's ML-based curation system. Based on these findings, the thesis recommends performing audits to ensure that ML-based systems act in the public's interest. Keywords: Algorithmic Bias; Algorithmic Experience; Algorithmic Transparency; Algorithms; Fake News; Human-Centered Machine Learning; Human-Computer Interaction; Machine Learning; Artificial Intelligence; Recommender Systems; Social Media; Trust; User Beliefs; User Experience; Video Recommendations; YouTube
Book Synopsis Programming Web Applications with Node, Express and Pug by : Jörg Krause
Download or read book Programming Web Applications with Node, Express and Pug written by Jörg Krause and published by Apress. This book was released on 2016-12-20 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to program modern web applications using the full Node.js platform, including Node.js on the server, Express for middleware and routing, and Pug (formerly Jade) to simplify the creation of views. Node.js is the foundation of all full JavaScript apps and plenty of books cover its full usage. This book focuses on how to use it to create server-based, modern web applications. Using Node.js alongside Express and Pug - the brand new version of Jade - you can create modern web applications solely using JavaScript. This book teaches you how to structure and build your app from scratch, and make development easy. What You Will Learn Use NodeJS in general and particularly the features require to create web applications Understand middleware and how to develop using the Express framework Explore the template engine Pug (formerly Jade) and how you can integrate it with Express“/li> Set up a complete development environment on both Linux and Windows Who This Book Is For Developers of web applications who come from Java/J2EE, ASP.NET, PHP, Ruby on Rails and want to explore the capabilities of JavaScript based server apps. It’s suitable for beginners that have a basic understanding of JavaScript already.
Book Synopsis Networking for VMware Administrators by : Christopher Wahl
Download or read book Networking for VMware Administrators written by Christopher Wahl and published by VMWare Press. This book was released on 2014-03-19 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The one-stop guide to modern networking for every VMware® administrator, engineer, and architect Now that virtualization has blurred the lines between networking and servers, many VMware specialists need a stronger understanding of networks than they may have gained in earlier IT roles. Networking for VMware Administrators fills this crucial knowledge gap. Writing for VMware professionals, Christopher Wahl and Steve Pantol illuminate the core concepts of modern networking, and show how to apply them in designing, configuring, and troubleshooting any virtualized network environment. Drawing on their extensive experience with a wide range of virtual network environments, the authors address physical networking, switching, storage networking, and several leading virtualization scenarios, including converged infrastructure. Teaching through relevant examples, they focus on foundational concepts and features that will be valuable for years to come. To support rapid learning and mastery, they present clear learning objectives, questions, problems, a complete glossary, and extensive up-to-date references. Coverage includes: • The absolute basics: network models, layers, and interfaces, and why they matter • Building networks that are less complex, more modular, and fully interoperable • Improving your virtual network stack: tips, tricks, and techniques for avoiding common pitfalls • Collaborating more effectively with network and storage professionals • Understanding Ethernet, Advanced Layer 2, Layer 3, and modern converged infrastructure • Mastering virtual switching and understanding how it differs from physical switching • Designing and operating vSphere standard and distributed switching • Working with third-party switches, including Cisco Nexus 1000V • Creating powerful, resilient virtual networks to handle critical storage network traffic • Deploying rackmount servers with 1 Gb and 10 Gb Ethernet • Virtualizing blade servers with converged traffic and virtual NICs Christopher Wahl has acquired well over a decade of IT experience in enterprise infrastructure design, implementation, and administration. He has provided architectural and engineering expertise in a variety of virtualization, data center, and private cloud based engagements while working with high performance technical teams in tiered data center environments. He currently holds the title of Senior Technical Architect at Ahead, a consulting firm based out of Chicago. Steve Pantol has spent the last 14 years wearing various technical hats, with the last seven or so focused on assorted VMware technologies. He is a Senior Technical Architect at Ahead, working to build better datacenters and drive adoption of cloud technologies.
Download or read book Learning UML 2.0 written by Russ Miles and published by "O'Reilly Media, Inc.". This book was released on 2006-04-25 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: With its clear introduction to the Unified Modeling Language (UML) 2.0, this tutorial offers a solid understanding of each topic, covering foundational concepts of object-orientation and an introduction to each of the UML diagram types.
Book Synopsis Vagrant: Up and Running by : Mitchell Hashimoto
Download or read book Vagrant: Up and Running written by Mitchell Hashimoto and published by "O'Reilly Media, Inc.". This book was released on 2013-05-30 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover why Vagrant is a must-have tool for thousands of developers and ops engineers. This hands-on guide shows you how to use this open source software to build a virtual machine for any purpose—including a completely sandboxed, fully provisioned development environment right on your desktop. Vagrant creator Mitchell Hashimoto shows you how to share a virtual machine image with members of your team, set up a separate virtualization for each project, and package virtual machines for use by others. This book covers the V1 (1.0.x) configuration syntax running on top of a V2 (1.1+) core, the most stable configuration format running on the latest core. Build a simple virtual machine with just two commands and no configuration Create a development environment that closely resembles production Automate software installation and management with shell scripts, Chef, or Puppet Set up a network interface to access your virtual machine from any computer Use your own editor and browser to develop and test your applications Test complicated multi-machine clusters with a single Vagrantfile Change Vagrant’s default operating system to match your production OS Extend Vagrant features with plugins, including components you build yourself
Book Synopsis Marketing, Sales and Customer Management (MSC) by : Richard Hofmaier
Download or read book Marketing, Sales and Customer Management (MSC) written by Richard Hofmaier and published by Walter de Gruyter GmbH & Co KG. This book was released on 2015-05-19 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Book is primarily written for experts and managers in marketing, sales, customer and service management at BtB companies. In addition, the book is also for executives of project and quality management, research and development (R&D), procurement, logistics, and production departments, who deal with marketing-related topics and are working in related fields. The integrated marketing, sales and customer management (MSC) approach aims to lay out and explain in detail the concepts, tools and implementations of a holistic and sustainable customer-focused approach in order to successfully implement important marketing, sales and customer management measures. The concise presentation of various methods, their applications and evaluations allow managers to better choose specific tools and the necessary means of efficient implementation. In addition, this book presents students enrolled in business management and business administration programs and who are focusing on marketing, sales and customer management with a conceptualized and application-oriented guide for the implementation of holistically integrated strategies, programs and measures.
Book Synopsis New Frontiers in Light Metals by : L. Katgerman
Download or read book New Frontiers in Light Metals written by L. Katgerman and published by IOS Press. This book was released on 2010 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Held at the Auditorium of the Eindhoven University of Technology, Eindhoven, the Netherlands on 23-25 June 2010" -- t.p.
Download or read book First Overland written by Tim Slessor and published by Andrews UK Limited. This book was released on 2016-03-07 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why Not? After all, no-one had ever done it before. It would be one of the longest of all overland journeys – half way round the world, from the English Channel to Singapore. They knew that several expeditions had already tried it. Some had got as far as the desrts of Persia; a few had even reached the plains of India. But no one had managed to go on from there: over the jungle clad mountains of Assam and across northern Burma to Thailand and Malaya. Over the last 3,000 miles it seemed there were ‘just too many rivers and too few roads'. But no-one really knew … In fact, their problems began much earlier than that. As mere undergraduates, they had no money, no cars, nothing. But with a cool audacity, which was to become characteristic, they set to work – wheedling and cajoling. First, they coaxed the BBC to come up with some film for a possible TV series. They then gently persuaded the manufacturers to lend them two factory-fresh Land Rovers. A publisher was even sweet-talked into giving them an advance on a book. By the time they were ready to go, their sponsors (more than 80 of them) ranged from whiskey distillers to the makers of collapsible buckets. In late 1955, they set off. Seven months and 12,000 miles later, two very weary Land Rovers, escorted by police outriders, rolled into Singapore – to flash bulbs and champagne. Now, fifty years on, their book, ‘First Overland', is republished – with a foreword by Sir David Attenborough. After all, it was he who gave them that film.
Book Synopsis Domain-Driven Design Distilled by : Vaughn Vernon
Download or read book Domain-Driven Design Distilled written by Vaughn Vernon and published by Addison-Wesley Professional. This book was released on 2016-06-01 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Domain-Driven Design (DDD) software modeling delivers powerful results in practice, not just in theory, which is why developers worldwide are rapidly moving to adopt it. Now, for the first time, there’s an accessible guide to the basics of DDD: What it is, what problems it solves, how it works, and how to quickly gain value from it. Concise, readable, and actionable, Domain-Driven Design Distilled never buries you in detail–it focuses on what you need to know to get results. Vaughn Vernon, author of the best-selling Implementing Domain-Driven Design, draws on his twenty years of experience applying DDD principles to real-world situations. He is uniquely well-qualified to demystify its complexities, illuminate its subtleties, and help you solve the problems you might encounter. Vernon guides you through each core DDD technique for building better software. You’ll learn how to segregate domain models using the powerful Bounded Contexts pattern, to develop a Ubiquitous Language within an explicitly bounded context, and to help domain experts and developers work together to create that language. Vernon shows how to use Subdomains to handle legacy systems and to integrate multiple Bounded Contexts to define both team relationships and technical mechanisms. Domain-Driven Design Distilled brings DDD to life. Whether you’re a developer, architect, analyst, consultant, or customer, Vernon helps you truly understand it so you can benefit from its remarkable power. Coverage includes What DDD can do for you and your organization–and why it’s so important The cornerstones of strategic design with DDD: Bounded Contexts and Ubiquitous Language Strategic design with Subdomains Context Mapping: helping teams work together and integrate software more strategically Tactical design with Aggregates and Domain Events Using project acceleration and management tools to establish and maintain team cadence
Book Synopsis Beginning Ethereum Smart Contracts Programming by : Wei-Meng Lee
Download or read book Beginning Ethereum Smart Contracts Programming written by Wei-Meng Lee and published by Apress. This book was released on 2019-09-06 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Use this book to write an Ethereum Blockchain Smart Contract, test it, deploy it, and create a web application to interact with your smart contract. Beginning Ethereum Smart Contracts Programming is your fastest and most efficient means of getting started if you are unsure where to begin and how to connect to the Ethereum Blockchain. The book begins with a foundational discussion of blockchain and the motivation behind it. From there, you will get up close and personal with the Ethereum Blockchain, learning how to use an Ethereum client (geth) to connect to the Ethereum Blockchain to perform transactions such as sending Ethers to another account. You will learn about smart contracts without having to wade through tons of documentation. Author Lee’s “learn-by-doing” approach will allow you to be productive and feel confident in your ability in no time. The last part of this book covers tokens, a topic that has taken the cryptocurrency market by storm. Sample code in Python, Solidity, and JavaScript is provided in the book and online. What You'll LearnUnderstand the basic premise of blockchain and “record keeping” in a peer-to-peer network Experience blockchain in action by creating your own blockchain using Python Know the foundation of smart contracts programming and how to deploy and test smart contracts Work on a case study to illustrate the use of blockchain Be familiar with tokens, and how to create and launch your own ICO digital token Write smart contracts that transact using tokens Who This Book Is For Those who want to get started quickly with Ethereum Smart Contracts programming. Basic programming knowledge and an understanding of Python or JavaScript is recommended.
Download or read book Playing for Pizza written by John Grisham and published by Anchor. This book was released on 2010-03-16 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 NEW YORK TIMES BESTSELLER • After providing what is arguably the worst single performance in the history of the NFL, third-string quarterback Rick Dockery becomes a national laughingstock. Cut by the Cleveland Browns, and shunned by every other team, Rick insists that his agent find a team that does need him. Against enormous odds, Rick lands a job—as the starting quarterback for the Mighty Panthers ... of Parma, Italy. The Parma Panthers desperately want a former NFL player—any former NFL player—at their helm. And now they’ve got Rick, who knows nothing about Parma (not even where it is) and doesn’t speak a word of Italian. To say that Italy—the land of fine wines, extremely small cars, and football americano—holds a few surprises for Rick Dockery would be something of an understatement. Don’t miss John Grisham’s new book, THE EXCHANGE: AFTER THE FIRM!
Book Synopsis A Practical Guide to Data Mining for Business and Industry by : Andrea Ahlemeyer-Stubbe
Download or read book A Practical Guide to Data Mining for Business and Industry written by Andrea Ahlemeyer-Stubbe and published by John Wiley & Sons. This book was released on 2014-05-12 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is well on its way to becoming a recognized discipline in the overlapping areas of IT, statistics, machine learning, and AI. Practical Data Mining for Business presents a user-friendly approach to data mining methods, covering the typical uses to which it is applied. The methodology is complemented by case studies to create a versatile reference book, allowing readers to look for specific methods as well as for specific applications. The book is formatted to allow statisticians, computer scientists, and economists to cross-reference from a particular application or method to sectors of interest.
