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This book is about turning data into smart decisions, knowledge into wisdom and business into business intelligence and insight. It explores diverse paradigms, methodologies, models, tools and techniques of the emerging knowledge domain of digitalized business analytics applications.The book covers almost every crucial aspect of applied artificial intelligence in business, smart mobile and digital services in business administration, marketing, accounting, logistics, finance and IT management.This book aids researchers, practitioners and decisions makers to gain enough knowledge and insight on how to effectively leverage data into competitive intelligence.

Go from the bare basics to implementing your own automatic trading algorithm and become a cryptocurrency trading pro Key Features:Excel at crypto trading with structured methodologies, practical examples, and real-time trading scenariosGo from the theoretical know-how to developing and testing your own strategyTransform manual trades into an automated algorithm for nonstop tradesPurchase of the print or Kindle book includes a free PDF eBookBook Description:In today's fast-paced digital age, cryptocurrencies have emerged as a revolutionary financial asset class, capturing the attention of investors and traders worldwide. However, navigating the world of cryptocurrency trading can be overwhelming for beginners. Zero to Hero in Cryptocurrency Trading acts as a guiding light to navigate this complex realm.This comprehensive guide to cryptocurrency trading empowers you to go from a novice trader to a proficient investor by helping you implement your own trading strategy. As you progress, you'll gain structured trading knowledge through hands-on examples and real-time scenarios, bolstered by trading psychology and money management techniques. You'll be able to automate your manual trades with an algorithm that works even while you sleep. You'll also benefit from interactive teaching methods, including screenshots, charts, and drawings to help decode market operations and craft your unique edge in the dynamic crypto world. As an added bonus, you'll receive ready-to-use templates to identify useful indicators, test your strategy, and even maintain a trading journal.By the end of this book, you'll be well-equipped to trade cryptocurrencies and automate manual trading to give you an edge in the markets.What You Will Learn:Master trading psychology and prevent emotions from sabotaging tradesManage risks by identifying and tailoring specific risk profilesInterpret, assess, and integrate technical indicators in your tradingGet to grips with trading on a centralized exchangeGet a deeper understanding of risk and money managementGain an edge by identifying trading patternsAutomate the patterns into a strategy for a bot that operates 24/7Who this book is for:This book is for finance and investment professionals, crypto market enthusiasts, and anyone new to trading who wants to kickstart their cryptocurrency trading journey. A basic understanding of cryptocurrencies is a must, but prior trading experience is not necessary.

This book constitutes the refereed proceedings of the Second International Conference on Digital Economy, ICDEc 2017, held in Sidi Bou Said, Tunisia, in May 2017. The 18 papers presented in this volume were carefully reviewed and selected from 46 submissions. The theme of ICDEc 2017 was "e;Digital Economy: Emerging Technologies and Business Innovation"e;. The conference offered a number of sessions discussing innovative research focusing on emerging technologies which support the digital transformation of business and the economy: digital marketing, digital economy and e-learning, data science and security, and uncertainty in Web data.

Die Digitalisierung nimmt maßgeblichen Einfluss auf die Wettbewerbsfähigkeit von Unternehmen und bietet gleichermaßen neue Möglichkeiten, mit Kunden in Kontakt zu treten. Künstliche Intelligenzen, wie z. B. Chatbots, sind heute allgegenwärtig und nehmen sowohl auf unser Arbeits- als auch auf unser privates Umfeld Einfluss. Während Chatbots im B2C-Bereich bereits vielfältig genutzt werden, steht der Einsatz von Chatbots im B2B-Sektor noch in den Anfängen und fand in bisherigen Studien kaum Beachtung. Das vorliegende Buch setzt an dieser Stelle an und untersucht auf Basis des Technologie-Akzeptanzmodells nach Davis, welche Determinanten Einfluss auf die Akzeptanz von Chatbots in der externen Kommunikation nehmen. Ziel ist es, die einzelnen Determinanten der Akzeptanz zu verstehen, um eine nachhaltige und erfolgreiche Nutzung sicherzustellen und somit die Wettbewerbsfähigkeit von Unternehmen zu gewährleisten.

Welcome to " Mastering Power BI for Data Analytics Projects" In today's data-driven world, Power BI, a powerful Microsoft business intelligence tool, is your key to transforming raw data into actionable insights. This book is your essential roadmap to mastering Power BI, from the fundamentals to advanced techniques. In these pages, you'll gain hands-on expertise in data preparation, visualization, and modeling. Discover the intricacies of DAX (Data Analysis Expressions) and time intelligence functions for advanced data calculations and analysis. Real-world scenarios and industry-specific use cases will illustrate how Power BI can revolutionize decision-making across domains. We'll also explore real-time data and emerging trends like machine learning integration. Learn to share insights effectively, collaborate, and embed reports in applications. Plus, understand the importance of continuous learning and community engagement to stay ahead in this dynamic field. Whether you're a business professional making data-driven decisions or an analyst mastering Power BI, this book will empower your data analytics projects. Join us on this journey to unlock the full potential of Power BI and elevate your data analytics game. Let's dive into the world of Power BI and unleash the power of your data.

"Dan Kennedy and Parthiv Shah leverage their extensive marketing expertise to teach you proven, no-nonsense strategies for achieving successful marketing automation"--

How to Master iWork Suite, Pages, Numbers and Keynote Even as a Non-Tech-Savvy!Here's the deal... On average most people use less than 5% of programs' full potential at any given time.I can't tell you enough how many people I see not just struggling to use a program like Pages, Numbers, Keynote, and others, but also... wasting so much time doing things that should take minutes and even seconds instead of hours and days.For this exact reason, I created this amazing, in-depth book BUNDLE - to help you master these programs in no time, even if you don't have any experience.Here is what's inside:BOOK #1: PAGESBOOK #2: NUMBERSBOOK #3: KEYNOTEIn this bundle you will quickly learn: · Ins and Outs of each program· How to learn the fundamentals fast and use main functions effectively· Different kinds of shortcuts and tips for smart use and speed· Differences between them and when you should choose which program for a specific task· Unique elements and functions you have to be aware of but probably have never used· So much more!And even if you don't have any experience whatsoever, or just bought your Apple device a few days ago and now you are wondering what the best and simplest way to master iWork Suite is, this book is for you!Get Your Copy Today and Become an iWork Suite Expert!

As more of our lives are spent interacting digitally - sending and receiving payments, interacting on social media, using certified delivery, playing games online, and generally participating in the digital world - the fair exchange of our digital belongings becomes increasingly essential.This book delves into the theory of fair exchange, from the historic to the cutting-edge, and presents a unified framework for understanding fair exchange protocols. Every exchange starts with a handshake, which is followed by four additional operations: deposit; verification; synchronization; and release or restoration. The environments in which these operations take place determine the properties of the resulting protocol, and the characteristics of the items that can be exchanged.Existing protocols are examined through this framework, including escrow-based protocols, optimistic protocols, and gradual release protocols. A new family of fair exchange protocols is developed which make use of attestables, a novel interface for exfiltration-resistant computing. An attestable-based protocol called FEWD is also introduced and several variations are described which are suitable for the exchange of different classes of items.Finally, a number of special topics for fair exchange are introduced, including legal issues that can emerge in practical applications of fair exchange, a legal analysis of the basic operations of fair exchange, commercial applications of FEWD, and an analysis of additional risks including participant expectations and implementations of attestable-based protocols. We conclude with a collection of topics for future research in making fair exchange more ubiquitous in our lives for a fairer digital world.

Ethics in Online AI-Based Systems: Risks and Opportunities in Current Technological Trends creates a space to explore the ethical relevance that new technologies under development may have. Stimulating reflection and considerations with respect to the design, deployment, and use of technology helps readers guide current and future technological advancements from an ethically informed position to ensure that such advancements contribute towards solving current global and social challenges that we, as a society, have today. This will not only be useful for researchers and professional engineers, but also for educators, policy makers, and ethicists. Recent technological advancements have deeply transformed society and the way people interact with each other. Instantaneous communication platforms have allowed connections with other people, forming global communities and creating unprecedented opportunities in many sectors, making access to online resources more ubiquitous by reducing limitations imposed by geographical distance and temporal constrains. These technological developments bear ethically relevant consequences with their deployment, and legislations often lag behind such advancements. Because the appearance and deployment of these technologies happen much faster than legislative procedures, the way these technologies affect social interactions have profound ethical effects before any legislative regulation can be built in order to prevent and mitigate those effects.

Smart manufacturing, industrial IoT, intelligent factories-you've heard the buzzwords. But what is Industry 4.0-and what does it mean for you? This forward-looking guide focuses on the practical implementation of Industry 4.0 concepts with SAP solutions! Reduce asset downtime using digital twins, automate quality checks using AI and machine learning, track your production with SAP Digital Manufacturing, and much more. Don't let the revolution leave you behind!Highlights:1) Digital twins2) Internet of Things (IoT)3) Process automation4) Product development5) Intelligent factories6) Asset management7) Personnel safety and support8) SAP Enterprise Product Development9) SAP S/4HANA10) SAP Digital Manufacturing11) SAP Asset Strategy and Performance Management12) SAP Predictive Asset Insights

This book develops survey data analysis tools in Python, to create and analyze cross-tab tables and data visuals, weight data, perform hypothesis tests, and handle special survey questions such as Check-all-that-Apply. In addition, the basics of Bayesian data analysis and its Python implementation are presented. Since surveys are widely used as the primary method to collect data, and ultimately information, on attitudes, interests, and opinions of customers and constituents, these tools are vital for private or public sector policy decisions.As a compact volume, this book uses case studies to illustrate methods of analysis essential for those who work with survey data in either sector. It focuses on two overarching objectives:Demonstrate how to extract actionable, insightful, and useful information from survey data; andIntroduce Python and Pandas for analyzing survey data.

Der vorliegende Band versammelt Autoren aus den Bereichen Informatik, Philosophie, Medienwissenschaft und Mediendramaturgie. In den Kapiteln werden die Ursprünge des ersten Chatbots ELIZA, den Joseph Weizenbaum 1966 am AI-Lab des MIT entwickelte, noch einmal nachvollzogen, Weizenbaums Programmiersprache SLIP vor gestellt und eine erste deutschsprachige Übersetzung seiner Publikation zu ELIZA präsentiert. In Erweiterung des Themas fragen die Autoren, welchen Einfluss ELIZA auf die Computerkultur, die KI-Forschung, die Kulturkritik des Computers und die Kunst hatte. Das Buch ist die erste interdisziplinäre Veröffentlichung zu ELIZA. Für die zweite Auflage wurden alle Beiträge noch einmal durchgesehen und aktualisiert. Zusätzlich wurde ein neuer Beitrag mit dem Original-Sourcecode von Weizenbaums ELIZA ergänzt.

This book constitutes the proceedings of the BPM Forum held at the 21st International Conference on Business Process Management, BPM 2023, which took place in Utrecht, The Netherlands, in September 2023. The Blockchain Forum provided a platform for exploring and discussing innovative ideas on the intersection of BPM and blockchain technology. The RPA Forum focused on the use of the Robotic Process Automation (RPA) in the field of Business Process Management. The Educators Forum brought together educators within the BPM community for sharing resources to improve the practice of teaching BPM-related topics.The 18 full papers included in this volume were carefully reviewed and selected from a total of 39 submissions.

Learn the foundations of business intelligence, sector trade-offs, organizational structures, and technology stacks while mastering coursework, certifications, and interview success strategiesPurchase of the print or Kindle book includes a free PDF eBookKey Features:Identify promising job opportunities and ideal entry point into BIBuild, design, implement, and maintain BI systems successfullyAce your BI interview with author's expert guidance on certifications, trainings, and coursesBook Description:Navigating the challenging path of a business intelligence career requires you to consider your expertise, interest, and skills. Business Intelligence Career Master Plan explores key skills like data modeling, visualization, warehousing, organizational structures, technology stacks, coursework, certifications, and interview advice, enabling you to make informed decisions about your BI journey.You'll start by assessing the different roles in BI and matching your skills and career with the tech stack. You'll then learn to build taxonomy and a data story using visualization types. Additionally, you'll explore the fundamentals of programming, frontend development, backend development, software development lifecycle, and project management, giving you a broad view of the end-to-end BI process. With the help of the author's expert advice, you'll be able to identify what subjects and areas of study are crucial and would add significant value to your skillset.By the end of this book, you'll be well-equipped to make an informed decision on which of the myriad paths to choose in your business intelligence journey based on your skillset and interests.What You Will Learn:Understand BI roles, roadmap, and technology stackAccelerate your career and land your first job in the BI industryBuild the taxonomy of various data sources for your organizationUse the AdventureWorks database and PowerBI to build a robust data modelCreate compelling data stories using data visualizationAutomate, templatize, standardize, and monitor systems for productivityWho this book is for:This book is for BI developers and business analysts who are passionate about data and are looking to advance their proficiency and career in business intelligence. While foundational knowledge of tools like Microsoft Excel is required, having a working knowledge of SQL, Python, Tableau, and major cloud providers such as AWS or GCP will be beneficial.

Discover all the essential design and architectural patterns in one place to help you rapidly build and deploy your modern data platform using AWS servicesKey FeaturesLearn to build modern data platforms on AWS using data lakes and purpose-built data servicesUncover methods of applying security and governance across your data platform built on AWSFind out how to operationalize and optimize your data platform on AWSPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionMany IT leaders and professionals are adept at extracting data from a particular type of database and deriving value from it. However, designing and implementing an enterprise-wide holistic data platform with purpose-built data services, all seamlessly working in tandem with the least amount of manual intervention, still poses a challenge.This book will help you explore end-to-end solutions to common data, analytics, and AI/ML use cases by leveraging AWS services. The chapters systematically take you through all the building blocks of a modern data platform, including data lakes, data warehouses, data ingestion patterns, data consumption patterns, data governance, and AI/ML patterns. Using real-world use cases, each chapter highlights the features and functionalities of numerous AWS services to enable you to create a scalable, flexible, performant, and cost-effective modern data platform.By the end of this book, you'll be equipped with all the necessary architectural patterns and be able to apply this knowledge to efficiently build a modern data platform for your organization using AWS services.What you will learnFamiliarize yourself with the building blocks of modern data architecture on AWSDiscover how to create an end-to-end data platform on AWSDesign data architectures for your own use cases using AWS servicesIngest data from disparate sources into target data stores on AWSBuild data pipelines, data sharing mechanisms, and data consumption patterns using AWS servicesFind out how to implement data governance using AWS servicesWho this book is forThis book is for data architects, data engineers, and professionals creating data platforms. The book's use case-driven approach helps you conceptualize possible solutions to specific use cases, while also providing you with design patterns to build data platforms for any organization. It's beneficial for technical leaders and decision makers to understand their organization's data architecture and how each platform component serves business needs. A basic understanding of data & analytics architectures and systems is desirable along with beginner's level understanding of AWS Cloud.Table of ContentsModern Data Architecture on AWSScalable Data LakesBatch Data IngestionStreaming Data IngestionData ProcessingInteractive AnalyticsData WarehousingData SharingData FederationPredictive AnalyticsGenerative AIOperational AnalyticsBusiness IntelligenceData GovernanceData MeshPerformant and Cost-effective Data PlatformAutomate, Operationalize and Monetize

This book constitutes revised selected papers from the 18th International Conference on Web Information Systems and Technologies, WEBIST 2022, which took place in Valletta, Malta, in October 2022. The 13 full revised papers presented in this book were carefully reviewed and selected from a total of 62 submissions. The selected papers contribute to the understanding of relevant current research trends in Web information systems and technologies, including deep learning, knowledge representation and reasoning, recommender systems, internet of things, Web intelligence and big data.

This book constitutes the proceedings of the BPM Forum held at the 21st International Conference on Business Process Management, BPM 2023, which took place in Utrecht, The Netherlands, in September 2023. The BPM Forum hosts innovative research which has a high potential of stimulating discussions. The papers selected for the forum are expected to showcase fresh ideas from exciting and emerging topics in BPM, even if they are not yet as mature as the regular papers at the conference.The 23 full papers included in this volume were carefully reviewed and selected from a total of 151 submissions to the conference. The papers were organized in research tracks on foundations, engineering, and management.

A comprehensive guide to creating Drupal themes from scratch, from design to fully styled websites with custom Twig templates and headless architectureKey Features:Explore real-world examples with proven methodologies to gain a deeper insight into the Drupal theme layerLearn how to translate a graphic design into a maintainable and robust Drupal themeImprove performance and accessibility with a decoupled frontend to consume data exposed by Drupal's APIsPurchase of the print or Kindle book includes a free PDF eBookBook Description:Working with themes in Drupal can be challenging, given the number of layers and APIs involved. Modernizing Drupal 10 Theme Development helps you explore the new Drupal 10's theme layer in depth.With a fully implemented Drupal website on the one hand and a set of Storybook components on the other, you'll begin by learning to create a theme from scratch to match the desired final layout. Once you've set up a local environment, you'll get familiarized with design systems and learn how to map them to the structures of a Drupal website. Next, you'll bootstrap your new theme and optimize Drupal's productivity using tools such as webpack, Tailwind CSS, and Browsersync. As you advance, you'll delve into all the theme layers in a step-by-step way, starting from how Drupal builds an HTML page to where the template files are and how to add custom CSS and JavaScript. You'll also discover how to leverage all the Drupal APIs to implement robust and maintainable themes without reinventing the wheel, but by following best practices and methodologies. Toward the end, you'll find out how to build a fully decoupled website using json:api and Next.js.By the end of this book, you'll be able to confidently build custom Drupal themes to deliver state-of-the-art websites and keep ahead of the competition in the modern frontend world.What You Will Learn:Map design systems made by Storybook components to Drupal structuresUnderstand and use render arrays and Twig templatesGet familiarized with the new Single Directory Component feature introduced in Drupal 10.1Define, import, and use CSS and JavaScript librariesDiscover how to style content created with fields and paragraphsDefine, place, customize, and style blocksExplore advanced topics like extending Twig, making a theme configurable, and boosting performance and accessibilityFind out how to build a decoupled website using json:api and Next.jsWho this book is for:If you are a Drupal backend developer or frontend developer who wants to create Drupal themes that follow industry best practices and are fast and maintainable, this book is for you. Basic knowledge of HTML, CSS, and JavaScript and working knowledge of a CMS are needed to grasp the concepts present in this book.

Learn how to use R for everything from workload automation and creating online reports, to interpreting data, map making, and more.Written by the founder of a very popular online training platform for the R programming language!The R programming language is a remarkably powerful tool for data analysis and visualization, but its steep learning curve can be intimidating for some. If you just want to automate repetitive tasks or visualize your data, without the need for complex math, R for the Rest of Us is for you.Inside you’ll find a crash course in R, a quick tour of the RStudio programming environment, and a collection of real-word applications that you can put to use right away. You’ll learn how to create informative visualizations, streamline report generation, and develop interactive websites—whether you’re a seasoned R user or have never written a line of R code.You’ll also learn how to:• Manipulate, clean, and parse your data with tidyverse packages like dplyr and tidyr to make data science operations more user-friendly• Create stunning and customized plots, graphs, and charts with ggplot2 to effectively communicate your data insights• Import geospatial data and write code to produce visually appealing maps automatically• Generate dynamic reports, presentations, and interactive websites with R Markdown and Quarto that seamlessly integrate code, text, and graphics• Develop custom functions and packages tailored to your specific needs, allowing you to extend R’s functionality and automate complex tasksUnlock a treasure trove of techniques to transform the way you work. With R for the Rest of Us, you’ll discover the power of R to get stuff done. No advanced statistics degree required.