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  • Safari, an O'Reilly Media Company.  (1,496)
  • World Bank  (1,127)
  • Ravallion, Martin  (68)
  • Boston, MA : Safari  (1,496)
  • Washington, D.C : The World Bank  (1,195)
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Language
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  • 1
    Online Resource
    Online Resource
    Is Social Protection a Luxury Good? (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (60 pages)
    Parallel Title: Erscheint auch als Lokshin, Michael Is Social Protection a Luxury Good?
    Keywords: Distribution ; Economic Assistance ; Engel Curve ; Governance ; ICT Economics ; ICT Support To Social Protections ; Information and Communication Technologies ; Macroeconomics and Economic Growth ; Pandemic ; Selective Data Reporting ; Social Protection ; Social Protection Expenditure ; Social Protections and Assistance ; Social Protections and Labor
    Abstract: The claim that social protection is a luxury good-with a national income elasticity exceeding unity-has been influential. The paper tests the "luxury good hypothesis" using newly-assembled data on social protection spending across countries since 1995, treating the pandemic period separately, as it entailed a large expansion in social protection efforts. While the mean income share devoted to social protection rises with income, this is attributable to multiple confounders, including relative prices, weak governance in low-income countries and access to information-communication technologies. Controlling for these, social protection is not a luxury good. This was also true during the pandemic
    DOI: 10.1596/1813-9450-10174
    URL: lizenzpflichtig
    Library Location Call Number Volume/Issue/Year Availability
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    Online Resource
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    COVID-19 Impact Monitoring : Nigeria, Round 9 (2021)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Other Poverty Study
    Abstract: The COVID-19 (coronavirus) pandemic and its economic and social effects on households have created an urgent need for timely data to help monitor and mitigate the social and economic impacts of the crisis and protect the welfare of Nigerian society. To monitor how the COVID-19 pandemic is affecting the economy and people of Nigeria and to inform policy interventions and responses, the National Bureau of Statistics with technical support from the World Bank implemented the Nigeria COVID-19 National Longitudinal Phone Survey (COVID-19 NLPS). This brief presents findings from the seventh and ninth rounds of this survey which was conducted between January 9 and 25, 2021 respectively
    DOI: 10.1596/35320
    URL: Deutschlandweit zugänglich
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    Online Resource
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Would Mexican Migrants be Willing to Guarantee Americans a Basic Income? (2021)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (23 pages)
    Parallel Title: Erscheint auch als Print Version: Lokshin, Michael Would Mexican Migrants be Willing to Guarantee Americans a Basic Income?
    Abstract: The paper simulates a double-sided competitive market in temporary work permits between the U.S. and Mexico. Eligible working-age Americans would have the option of renting out their implicit work permits while Mexican workers have remunerative new opportunities. With plausible allowances for migration costs, the market can support a self-financed and self-targeted basic income for Americans and lower their poverty rate. With sufficiently high tax rates on work permits, the scheme can be managed to avoid a large increase in the count of total migrants compared to now. The likely change in the skill composition of migrants would raise U.S. GDP
    DOI: 10.1596/1813-9450-9708
    URL: Deutschlandweit zugänglich
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    Online Resource
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Reinforcement Learning (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (92 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This exciting development avoids constraints found in traditional machine learning (ML) algorithms. This practical book shows data science and AI professionals how to perform the reinforcement process that allows a machine to learn by itself. Author Dr. Phil Winder of Winder Research covers everything from basic building blocks to state-of-the-art practices. You'll explore the current state of RL, focusing on industrial applications, and learn numerous algorithms, frameworks, and environments. This is no cookbook-it doesn't shy away from math and expects familiarity with ML. Learn what RL is and how the algorithms help solve problems Become grounded in RL fundamentals including Markov decision processes, dynamic programming, and temporal difference learning Dive deep into value methods and policy gradient methods Apply advanced RL implementations such as meta learning, hierarchical learning, evolutionary algorithms, and imitation learning Understand cutting-edge deep RL algorithms including Rainbow, PPO, TD3, SAC, and more Get practical examples through the accompanying Git repository
    Note: Online resource; Title from title page (viewed March 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Mastering Kafka Streams and ksqlDB (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (84 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide explores the world of real-time data systems through the lens of these popular technologies and explains important stream processing concepts against a backdrop of interesting business problems. Mitch Seymour, senior data systems engineer at Mailchimp, introduces you to both Kafka Streams and ksqlDB so that you can choose the best tool for each unique stream processing project. Non-Java developers will find the ksqlDB path to be an especially gentle introduction to stream processing. In this book, you'll learn: Basic and advanced uses of Kafka Streams and ksqlDB How to transform, enrich, and process event streams How to build both stateless and stateful stream processing applications The different notions of time and the role it plays in stream processing How to to build event-driven microservices on top of continuous event streams Features, operational characteristics, deployment patterns, and configuration tips for both technologies
    Note: Online resource; Title from title page (viewed March 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    Hands-On Data Visualization (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (81 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Tell your story and show it with data, using free and easy-to-learn tools on the web. This introductory book teaches you how to design interactive charts and customized maps for your website, beginning with simple drag-and-drop tools such as Google Sheets, Datawrapper, and Tableau Public. You'll also gradually learn how to edit open source code templates like Chart.js, Highcharts, and Leaflet on GitHub. Hands-On Data Visualization for All takes you step-by-step through tutorials, real-world examples, and online resources. This hands-on resource is ideal for students, nonprofit organizations, small business owners, local governments, journalists, academics, and anyone who wants to take data out of spreadsheets and turn it into lively interactive stories. No coding experience is required. Build interactive charts and maps and embed them in your website Understand the principles for designing effective charts and maps Learn key data visualization concepts to help you choose the right tools Convert and transform tabular and spatial data to tell your data story Edit and host Chart.js, Highcharts, and Leaflet map code templates on GitHub Learn how to detect bias in charts and maps produced by others
    Note: Online resource; Title from title page (viewed April 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Online Resource
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  • 7
    Online Resource
    Online Resource
    Programming Rust, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (622 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: The Rust programming language offers the rare and valuable combination of statically verified memory safety and low-level control. Imagine C++ but without dangling pointers, null pointer dereferences, leaks, or buffer overruns. With this practical guide, systems programmers will understand Rust's rules clearly and economically. You'll learn how to express programs that Rust can prove are free of a broad class of common errors. Rust brings the benefits of an expressive modern type system to systems programming. Authors Jim Blandy and Jason Orendorff demonstrate how Rust's features put programmers in control over memory consumption and processor use, combining predictable performance with memory safety and trustworthy concurrency. You'll learn: How to write fast, safe, concurrent programs in Rust Rust's rules for managing memory efficiently, including ownership, borrowing, moves, and lifetimes How to design interfaces that fit well into the Rust ecosystem Rust's all-purpose Cargo tool for building, testing, and managing Rust packages High-level features like traits, generics, closures, and iterators that make Rust productive and flexible
    Note: Online resource; Title from title page (viewed May 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    React : Up & Running, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (222 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Hit the ground running with React, the open-source technology from Facebook for building rich web applications fast. With the second edition of this practical guide, Stoyan Stefanov-designer of the YSlow 2.0 performance tool-shows you how to build React components and organize them into maintainable, large-scale apps. If you're familiar with basic JavaScript syntax, you're ready to get started. Through the course of the book, web developers and programmers will build a complete custom app that lets you store data on the client. You'll quickly learn why some developers consider React the key to the web app development puzzle.
    Note: Online resource; Title from title page (viewed July 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 9
    Online Resource
    Online Resource
    Distributed Node.js (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (136 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Node.js is used by many companies for building performant backend services without sacrificing developer efficiency. Thanks to its approachable API and familiar syntax, Node.js is loved by engineers and used by startups and Fortune 500s alike. Backed by the world's largest package repository, its enterprise foothold is only expected to grow. In this hands-on guide, author Thomas Hunter II proves that Node.js is just as capable as traditional enterprise platforms for building services that are observable, scalable, and resilient. Intermediate to advanced Node.js developers will find themselves integrating application code with a breadth of tooling from each layer of a modern service stack. Learn why running redundant copies of the same Node.js service is necessary Know which protocol to choose, depending on the situation Fine-tune your application containers for use in production Track down errors in a distributed setting to determine which service is at fault Simplify app code and increase performance by offloading work to a reverse proxy Build dashboards to monitor service health and throughput Find out why so many different tools are required when operating in an enterprise environment
    Note: Online resource; Title from title page (viewed April 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 10
    Online Resource
    Online Resource
    Scala Cookbook, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (64 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Save time and trouble building object-oriented, functional, and concurrent applications with Scala 3. The latest edition of this comprehensive cookbook is packed with more than 250 ready-to-use recipes and 700 code examples to help you solve the most common problems when working with Scala and its popular libraries. Whether you're working on web, big data, or distributed applications, this cookbook provides recipes based on real-world scenarios for experienced Scala developers and for programmers just learning to use this JVM language. Author Alvin Alexander includes practical solutions from his experience using Scala for highly scalable applications that support concurrency and distribution. Recipes cover: Strings, numbers, and control structures Classes, methods, objects, traits, packaging, and imports Functional programming in a variety of situations Building Scala applications with sbt Collections covering Scala's wealth of classes and methods Actors and concurrency List, array, map, set, and more Files, processes, and command-line tasks Web services and interacting with Java Databases and persistence, data types and idioms
    Note: Online resource; Title from title page (viewed January 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 11
    Online Resource
    Online Resource
    Spring Boot : Up and Running (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (74 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With over 75 million downloads per month, Spring Boot is the most widely used Java framework available. Its ease and power have revolutionized application development from monoliths to microservices. Yet Spring Boot's simplicity can also be confusing. How do developers learn enough to be productive immediately? This practical book shows you how to use this framework to write successful mission-critical applications. Mark Heckler from VMware, the company behind Spring, guides you through Spring Boot's architecture and approach, along with topics such as debugging, testing, and deployment. If you want to develop cloud native Java or Kotlin applications with Spring Boot rapidly and effectively-using reactive programming, building APIs, and creating database access of all kinds-this book is for you. Learn how Spring Boot simplifies cloud native application development and deployment Build reactive applications and extend communication across the network boundary to create distributed systems Understand how Spring Boot's architecture and approach increases developer productivity and application portability Deploy Spring Boot applications for production workloads rapidly and reliably Monitor application and system health for optimal performance and reliability Debug, test, and secure cloud-based applications painlessly
    Note: Online resource; Title from title page (viewed February 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 12
    Online Resource
    Online Resource
    Machine Learning Design Patterns (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (158 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The design patterns in this book capture best practices and solutions to recurring problems in machine learning. Authors Valliappa Lakshmanan, Sara Robinson, and Michael Munn catalog the first tried-and-proven methods to help engineers tackle problems that frequently crop up during the ML process. These design patterns codify the experience of hundreds of experts into advice you can easily follow. The authors, three Google Cloud engineers, describe 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the most appropriate remedy for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure that models are treating users fairly
    Note: Online resource; Title from title page (viewed February 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 13
    Online Resource
    Online Resource
    AI-First Healthcare (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (69 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: AI is poised to transform every aspect of healthcare, including the way we manage personal health from customer experience and clinical care to healthcare cost reductions. This practical book is one of the first to describe present and future use cases where AI can help solve pernicious healthcare problems. Kerrie Holley and Siupo Becker provide guidance to help informatics and healthcare leadership create AI strategy and implementation plans for healthcare. With this book, business stakeholders and practitioners will be able to build knowledge, a road map, and the confidence to support AI in their organizations-without getting into the weeds of algorithms or open source frameworks. Cowritten by an AI technologist and a medical doctor who leverages AI to solve healthcare's most difficult challenges, this book covers: The myths and realities of AI, now and in the future Human-centered AI: what it is and how to make it possible How to use various AI technologies to go beyond precision medicine Delivering patient care using the IoT and ambient computing with AI How AI can help reduce waste in healthcare AI strategy and identifying high-priority AI applications
    Note: Online resource; Title from title page (viewed February 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 14
    Online Resource
    Online Resource
    AI and Machine Learning for Coders (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (41 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics. You'll understand how to implement the most common scenarios in machine learning, such as computer vision, natural language processing (NLP), and sequence modeling for web, mobile, cloud, and embedded runtimes. Most books on machine learning begin with a daunting amount of advanced math. This guide is built on practical lessons that let you work directly with the code. You'll learn: How to build models with TensorFlow using skills that employers desire The basics of machine learning by working with code samples How to implement computer vision, including feature detection in images How to use NLP to tokenize and sequence words and sentences Methods for embedding models in Android and iOS How to serve models over the web and in the cloud with TensorFlow Serving
    Note: Online resource; Title from title page (viewed April 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 15
    Online Resource
    Online Resource
    Python for Excel (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (200 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: While Excel remains ubiquitous in the business world, recent Microsoft feedback forums are full of requests to include Python as an Excel scripting language-in fact, it's the top feature requested. What makes this combination so compelling? In this hands-on guide, Felix Zumstein-creator of xlwings, a popular open source package that allows the automation of Excel with Python-shows experienced Excel users how to integrate these two worlds efficiently. Excel has added quite a few new capabilities over the past couple of years, but its automation language, VBA, stopped evolving a long time ago. Many Excel power users have already adopted Python for their daily automation tasks. This guide gets you started. Use Python without previous programming knowledge Get started with modern tools, including Jupyter notebooks and Visual Studio Code Use pandas to acquire, clean, and analyze data and replace typical Excel calculations Automate tedious tasks like consolidation of Excel workbooks and production of Excel reports Use xlwings to build interactive Excel tools that use Python as a calculation engine Connect Excel to databases and CSV files and fetch data from the internet using Python code Write unit tests in Python to build solid spreadsheets
    Note: Online resource; Title from title page (viewed July 25, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 16
    Online Resource
    Online Resource
    Learning Go (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (48 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Go is rapidly becoming the preferred language for building web services. There are plenty of tutorials available that teach Go's syntax to developers with experience in other programming languages. But tutorials aren't enough. They don't teach Go's idioms, so developers end up recreating patterns that don't make sense in a Go context. This practical guide provides the essential background you need to write clear and idiomatic Go. No matter your level of experience, you'll learn how to think like a Go developer. Author Jon Bodner explains the rationale behind the Go team's design decisions and reveals design patterns that experienced Go developers have adopted. You'll learn how to structure your project and choose the proper tools and libraries to create successful software. Learn how to write idiomatic code in Go and design a Go project Understand the reasons for the design decisions in Go Set up a Go development environment for a solo developer or team Explore which libraries to select when solving problems Learn how Go's features allow the language to run efficiently Know which Go features you should use sparingly, or not at all
    Note: Online resource; Title from title page (viewed May 25, 2021) , Mode of access: World Wide Web.
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  • 17
    Online Resource
    Online Resource
    Data Governance : The Definitive Guide (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As your company moves data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure you meet compliance. Data governance incorporates the ways that people, processes, and technology work together to support business efficiency. With this practical guide, chief information, data, and security officers will learn how to effectively implement and scale data governance throughout their organizations. You'll explore how to create a strategy and tooling to support the democratization of data and governance principles. Through good data governance, you can inspire customer trust, enable your organization to extract more value from data, and generate more-competitive offerings and improvements in customer experience. This book shows you how. Enable auditable legal and regulatory compliance with defined and agreed-upon data policies Employ better risk management Establish control and maintain visibility into your company's data assets, providing a competitive advantage Drive top-line revenue and cost savings when developing new products and services Implement your organization's people, processes, and tools to operationalize data trustworthiness
    Note: Online resource; Title from title page (viewed March 25, 2021) , Mode of access: World Wide Web.
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  • 18
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    Online Resource
    Kafka : The Definitive Guide, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (76 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Every enterprise application creates data, whether it consists of log messages, metrics, user activity, outgoing messages, or something else. Moving all of this data is just as important as the data itself. This book's updated second edition shows application architects, developers, and production engineers new to the Kafka open source streaming platform how to handle real-time data feeds. Additional chapters cover Kafka's AdminClient API, new security features, and tooling changes. Engineers from Confluent and LinkedIn responsible for developing Kafka explain how to deploy production Kafka clusters, write reliable event-driven microservices, and build scalable stream processing applications with this platform. Through detailed examples, you'll learn Kafka's design principles, reliability guarantees, key APIs, and architecture details, including the replication protocol, the controller, and the storage layer. You'll examine: How publish-subscribe messaging fits in the big data ecosystem Kafka producers and consumers for writing and reading messages Patterns and use-case requirements to ensure reliable data delivery Best practices for building data pipelines and applications with Kafka How to perform monitoring, tuning, and maintenance tasks with Kafka in production The most critical metrics among Kafka's operational measurements Kafka's delivery capabilities for stream processing systems
    Note: Online resource; Title from title page (viewed October 25, 2021) , Mode of access: World Wide Web.
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  • 19
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    Online Resource
    Data Science on AWS (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (122 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you use data to make critical business decisions, this book is for you. Whether you're a data analyst, research scientist, data engineer, ML engineer, data scientist, application developer, or systems developer, this guide helps you broaden your understanding of the modern data science stack, create your own machine learning pipelines, and deploy them to applications at production scale. The AWS data science stack unifies data science, data engineering, and application development to help you level up your skills beyond your current role. Authors Antje Barth and Chris Fregly show you how to build your own ML pipelines from existing APIs, submit them to the cloud, and integrate results into your application in minutes instead of days. Innovate quickly and save money with AWS's on-demand, serverless, and cloud-managed services Implement open source technologies such as Kubeflow, Kubernetes, TensorFlow, and Apache Spark on AWS Build and deploy an end-to-end, continuous ML pipeline with the AWS data science stack Perform advanced analytics on at-rest and streaming data with AWS and Spark Integrate streaming data into your ML pipeline for continuous delivery of ML models using AWS and Apache Kafka
    Note: Online resource; Title from title page (viewed July 25, 2021) , Mode of access: World Wide Web.
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  • 20
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    Online Resource
    Building Microservices, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Distributed systems have become more fine-grained as organizations shift from code-heavy monolithic applications to smaller, self-contained microservices. But developing these systems brings its own set of problems. With lots of examples and practical advice, this expanded second edition takes a holistic view of the topics system architects and administrators must consider when building, managing, and evolving microservices architectures. Author Sam Newman provides you with a firm grounding in the concepts while diving into the latest solutions for modeling, integrating, testing, deploying, and monitoring your own autonomous services. Through real-world examples, you'll learn how organizations worldwide are getting the most out of these architectures. Microservices technologies are moving quickly. This book brings you up to speed. Get new information on user interfaces, container orchestration, and serverless Use microservices to align system design with your organization's goals Explore options for integrating a service with the rest of your system Take an incremental approach when splitting monolithic codebases Deploy individual microservices through continuous integration Examine the complexities of testing and monitoring distributed services Manage security with expanded content around user-to-service and service-to-service models Understand the challenges of scaling microservices architectures
    Note: Online resource; Title from title page (viewed July 25, 2021) , Mode of access: World Wide Web.
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  • 21
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    Behavioral Data Analysis with R and Python (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (68 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Most of the data that companies collect is related to customer behaviors, such as clicks on a website or purchases in a supermarket. But data science algorithms and predictive analytics tools aren't that specific, so customer data is treated the same way as, for example, astronomical or genomic data. This practical guide introduces powerful methods for behavioral data analysis that you're probably not aware of. Advanced experimental design will help you get the most out of your A/B tests, while causal diagrams will allow you to tease out causality from correlation even when you can't run experiments. Written in an accessible style for data scientists, business analysts, and behavioral scientists, this practical book provides complete examples and exercises in R and Python to help you gain more insight from your data-immediately. Understand the specifics of behavioral data Explore the differences between measurement and prediction Learn how to clean and prepare behavioral data Design and analyze experiments to drive optimal business decisions Use behavioral data to understand and measure cause and effect Segment customers in a transparent and insightful way
    Note: Online resource; Title from title page (viewed June 25, 2021) , Mode of access: World Wide Web.
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    React Cookbook (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (76 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: React helps you create and work on an app in just a few minutes, but learning how to put all the pieces together is hard. How do you validate a form? Or implement a complex multistep user action without writing messy code? How do you test your code? Make it reusable? Wire it to a backend? Keep it easy to understand? The React Cookbook delivers answers fast. Many books teach you how to get started, understand the framework, or use a component library with React, but very few provide examples to help you solve particular problems. This easy-to-use cookbook includes the example code developers need to unravel the most common problems when using React, categorized by topic area and problem. You'll learn how to: Create a single-page application in React using a rich UI Structure code that can be worked on by large teams Integrate with backend services such as REST and GraphQL Use offline caching with technologies such as Redux or MobX Secure applications with technologies such as OAuth Deal with bugs and avoid common functional and performance problems
    Note: Online resource; Title from title page (viewed October 25, 2021) , Mode of access: World Wide Web.
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    Python for Algorithmic Trading (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (350 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Financial trading, once the exclusive domain of institutional players, is now open to small organizations and individual traders using online platforms. The tool of choice for many traders today is Python and its ecosystem of powerful packages. In this practical book, author Yves Hilpisch shows students, academics, and practitioners how to use Python in the fascinating field of algorithmic trading. You'll learn several ways to apply Python to different aspects of algorithmic trading, such as backtesting trading strategies and interacting with online trading platforms. Some of the biggest buy- and sell-side institutions make heavy use of Python. By exploring options for systematically building and deploying automated algorithmic trading strategies, this book will help you level the playing field. Set up a proper Python environment for algorithmic trading Learn how to retrieve financial data from public and proprietary data sources Explore vectorization for financial analytics with NumPy and pandas Master vectorized backtesting of different algorithmic trading strategies Generate market predictions by using machine learning and deep learning Tackle real-time processing of streaming data with socket programming tools Implement automated algorithmic trading strategies with the OANDA and FXCM platforms
    Note: Online resource; Title from title page (viewed January 25, 2021) , Mode of access: World Wide Web.
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  • 24
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    OpenShift in Production (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (41 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Selling your CTO on the merits of OpenShift and Kubernetes is only the beginning. When it comes to operating and scaling OpenShift, you need to understand how to manage and expose resources to application teams and how to continuously deliver changes to applications running in these environments. With this practical book, new and experienced developers and operators will learn specific techniques and examples for operationalizing OpenShift and Kubernetes in the enterprise. Industry experts Michael Elder, Jake Kitchener, and Brad Topol show you how to run OpenShift and Kubernetes in production and deliver your applications to a highly available, secure, and scalable platform. You'll learn how to build a strong foundation in advanced cluster operational topics, such as tenancy management, scheduling and capacity management, cost management, continuous delivery, and more. This book shows you how to: Manage multiple teams in their use of OpenShift and Kubernetes Promote the efficient use of data center resources Deliver highly available applications and services Manage application tenancy throughout the enterprise Provide multicluster management and high availability Apply continuous updates to OpenShift and Kubernetes Devise and deliver disaster recovery strategies
    Note: Online resource; Title from title page (viewed December 25, 2021) , Mode of access: World Wide Web.
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  • 25
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    Data Pipelines Pocket Reference (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (110 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Data pipelines are the foundation for success in data analytics and machine learning. Moving data from many diverse sources and processing it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack. You'll learn common considerations and key decision points when implementing pipelines, such as data pipeline design patterns, data ingestion implementation, data transformation, the orchestration of pipelines, and build versus buy decision making. This book addresses the most common decisions made by data professionals and discusses foundational concepts that apply to open source frameworks, commercial products, and homegrown solutions. You'll learn: What a data pipeline is and how it works How data is moved and processed on modern data infrastructure, including cloud platforms Common tools and products used by data engineers to build pipelines How pipelines support machine learning and analytics needs Considerations for pipeline maintenance, testing, and alerting
    Note: Online resource; Title from title page (viewed May 25, 2021) , Mode of access: World Wide Web.
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    Introducing MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Instead, many of these ML models do nothing more than provide static insights in a slideshow. If they aren't truly operational, these models can't possibly do what you've trained them to do. This book introduces practical concepts to help data scientists and application engineers operationalize ML models to drive real business change. Through lessons based on numerous projects around the world, six experts in data analytics provide an applied four-step approach-Build, Manage, Deploy and Integrate, and Monitor-for creating ML-infused applications within your organization. You'll learn how to: Fulfill data science value by reducing friction throughout ML pipelines and workflows Constantly refine ML models through retraining, periodic tuning, and even complete remodeling to ensure long-term accuracy Design the ML Ops lifecycle to ensure that people-facing models are unbiased, fair, and explainable Operationalize ML models not only for pipeline deployment but also for external business systems that are more complex and less standardized Put the four-step Build, Manage, Deploy and Integrate, and Monitor approach into action
    Note: Online resource; Title from title page (viewed February 25, 2021) , Mode of access: World Wide Web.
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    MailChimp - Das Praxis-Handbuch, 3. Auflage (2020)
    [Erscheinungsort nicht ermittelbar] : mitp Verlag | Boston, MA : Safari
    Details
    Language: English , German
    Pages: 1 online resource (392 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Vom Setup des Accounts über das Anlegen von Adresslisten, Gruppen, Segmenten und Tags sowie das Aufsetzen von Kampagnen bis zu Newsletter-Gestaltung, -Versand und Erfolgskontrolle Alle neuen Funktionen für Facebook-, Google- und Instagram-Werbung, Landingpages und Postkartenversand sowie ausführliche Erklärung des neuen Mailchimp-Preismodells Zahlreiche Schritt-für-Schritt-Anleitungen und wertvolle Praxistipps für erfolgreiches E-Mail-Marketing Mailchimp ist mit 60% Marktanteil weltweit führend im Bereich der E-Mail-Marketing- und Newsletter-Software und ist für jeden geeignet - ganz unabhängig vom Einsatzgebiet: Unternehmen, Organisationen, Blogger und private Anwender können Mailchimp kostenlos zum Versand von Newslettern und Transaktionsmails und für die Marketing-Automation nutzen. Mit diesem Praxis-Handbuch erhalten Sie eine leicht verständliche Einführung in Mailchimp. Alle Themen werden Schritt für Schritt und praxisnah erläutert. Fortgeschrittenen Nutzern dient das Buch als praktisches Nachschlagewerk mit umfangreichem Stichwortverzeichnis. Neben einer grundlegenden Einführung in das Thema E-Mail-Marketing und Newsletter-Versand behandelt der Autor detailliert alle Themen, die für die Arbeit mit Mailchimp eine Rolle spielen: Nach dem Setup des Accounts erfahren Sie, wie Sie Listen für Ihre E-Mail-Adressen erstellen und diese effizient verwalten. Ausführlich und Schritt für Schritt wird beschrieben, wie Sie die Anmeldeformulare und die Benutzeroberfläche so überarbeiten, dass sie den Anforderungen an modernes E-Mail-Marketing optimal gerecht werden. Nachdem die Grundsteine gelegt sind, geht es um das Design und den Versand Ihrer Newsletter: Der Autor zeigt, welche Templates zur Verfügung stehen, und Sie lernen alle verfügbaren Inhaltselemente kennen. Sie erfahren, wie Sie einzelne Kampagnen aufsetzen, versenden und mittels Statistiken und A/B-Tests den Erfolg Ihrer Newsletter kontrollieren. Für den fortgeschrittenen Einsatz geht der Autor am Ende des Buches noch auf Facebook- und Instagram-Kampagnen, Webhooks, die API-Programmierung und Mailchimp-Apps ein. Aus dem Inhalt: Preismodell und Compliance Account-Setup Adresslisten aufsetzen Newsletter-Anmeldungen Mailchimp-Formulare übersetzen Import und Export von Listen Gruppen und Segmente anlegen Newsletter-Design und Templates E-Commerce-Integration Newsletter-Versand: Kampagnen aufsetzen, Inhalte verfassen, A/B-Tests Automations Facebook-, Google- und Instagram-Kampagnen Postkartenversa...
    Note: Online resource; Title from title page (viewed April 21, 2020) , Mode of access: World Wide Web.
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    The Universal Service Desk (USD) - Implementing, controlling and improving service delivery (2020)
    [Erscheinungsort nicht ermittelbar] : IT Governance Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (244 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Universal Service Desk (USD) - Implementing, controlling and improving service delivery defines what a USD is, why it is valuable to an organisation and how to build and implement one. It also discusses the evolution of the USD as part of integrated workplace management.
    Note: Online resource; Title from title page (viewed May 28, 2020) , Mode of access: World Wide Web.
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    The BS Dictionary (2020)
    [Erscheinungsort nicht ermittelbar] : Association for Talent Development | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (340 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Speak for Yourself Do you yearn for a book to disambiguate the common language of your job? Do you wish the kimono would open on idioms and clichés that stretch the bandwidth of understanding and make you wonder if your career is scalable? Maybe you want someone to: Take off the kid gloves. Be aboveboard. Give you the blow-by-blow. Help you move the needle. If so, then The BS Dictionary: Uncovering the Origins and True Meanings of Business Speak is for you! Join authors Bob Wiltfong and Tim Ito as they take humorous aim at the common words and phrases of business. The dictionary has been used as a tool for social commentary and amusement for centuries, and the authors don't disappoint with their version, as they follow in the hallowed footsteps of Samuel Johnson, Ambrose Bierce, and Gustave Flaubert to succinctly reveal us to ourselves. The authors' researched and documented entries include definitions and a full etymology of favorite phrases like back of the envelope, boil the ocean, elephant in the room, and FAQ. This unique book will amuse and nudge business speakers as well as educate those who don't yet speak B.S.
    Note: Online resource; Title from title page (viewed April 28, 2020) , Mode of access: World Wide Web.
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    Routineaufgaben mit Python automatisieren, 2nd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari
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    Language: English , German
    Pages: 1 online resource (696 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Python eignet sich sehr gut als Einstieg und für viele Standardaufgaben. Wie man mit Python 3 Aufgaben in Sekundenschnelle erledigen kann, die sonst viel Zeit in Anspruch nehmen würden, lernt man mit diesem Buch. Programmiererfahrung ist dafür nicht erforderlich: Wer einmal die Grundlagen gemeistert hat, wird in der Lage sein Python-Programme zu schreiben, die automatisch alle möglichen praktischen Aufgaben abarbeiten, wie z. B. Dateien nach Texten durchsuchen, PDF-Dateien teilen, zusammenfügen, mit Wasserzeichen versehen und verschlüsseln oder Online-Formulare ausfüllen. Schritt-für-Schritt-Anleitungen führen durch jedes Programm, und Übungsaufgaben am Ende jedes Kapitels fordern dazu auf, die Programme zu verbessern und die eigenen Fähigkeiten auf ähnliche Problemstellungen zu richten.
    Note: Online resource; Title from title page (viewed April 2, 2020) , Mode of access: World Wide Web.
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    Learn Java Design Patterns : The Complete Guide (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800567320
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 48 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Get to grips with Java design patterns and write robust and extensible software About This Video Understand interfaces, composition, inheritance, and polymorphism Get up and running with the concepts behind design patterns Learn the different design patterns with the help of real-world examples, code, and slides In Detail If you are an intermediate to advanced Java developer or a developer in any other OOP language and are looking to learn Java design patterns, then this course is for you. It is also tailored for anyone who has working knowledge of Java or OOP knowledge and is looking to delve into the core software development principles - design patterns. This course will help you understand Java design patterns effectively so you can apply what you've learned to your projects. Design patterns are the common denominator you need to learn in order to build effective software and systems that work efficiently. In this course, you will explore the different design patterns, right from the Observer Design Pattern and the Singleton Design Pattern through to the Adapter Design Pattern and Façade Design Pattern. As you progress, you'll understand how to apply these patterns to real-world projects. In addition to this, you'll get to grips with solving different software architecture problems using the patterns. By the end of this book, you will be well-versed with Java design patterns and be able to write efficient and extensible software.
    Note: Online resource; Title from title screen (viewed May 29, 2020) , Mode of access: World Wide Web.
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    IBM Spectrum Scale Immutability Introduction, Configuration Guidance, and Use Cases (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (32 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This IBM Redpaper™ publication introduces the IBM Spectrum Scale immutability function. It shows how to set it up and presents different ways for managing immutable and append-only files. This publication also provides guidance for implementing IT security aspects in an IBM Spectrum Scale cluster by addressing regulatory requirements. It also describes two typical use cases for managing immutable files. One use case involves applications that manage file immutability; the other use case presents a solution to automatically set files to immutable within a IBM Spectrum Scale immutable fileset.
    Note: Online resource; Title from title page (viewed April 17, 2020) , Mode of access: World Wide Web.
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    Deep Learning - Grundlagen und Implementierung (2020)
    [Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari
    Details
    Language: English , German
    Pages: 1 online resource (252 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Dieses Buch vermittelt Ihnen das konzeptionelle und praktische Rüstzeug, um ein tiefes Verständnis für die Funktionsweise neuronaler Netze zu bekommen. Sie lernen die Grundprinzipien des Deep Learning kennen, zu deren Veranschaulichung Seth Weidman gut nachvollziehbare Konzeptmodelle entwickelt hat, die von Codebeispielen begleitet werden. Das Buch eignet sich für Data Scientists und Softwareentwickler mit Erfahrung im Machine Learning.Sie beginnen mit den Basics des Deep Learning und gelangen schnell zu den Details fortgeschrittener Architekturen, indem Sie deren Aufbau von Grund auf neu implementieren. Dabei lernen Sie mehrschichtige neuronale Netze wie Convolutional und Recurrent Neural Networks kennen. Diese neuronalen Netzwerkkonzepte setzen Sie dann mit dem beliebten Framework PyTorch praktisch um. Auf diese Weise bauen Sie ein fundiertes Wissen darüber auf, wie neuronale Netze mathematisch, rechnerisch und konzeptionell funktionieren.
    Note: Online resource; Title from title page (viewed May 5, 2020) , Mode of access: World Wide Web.
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    Securing Data on Threat Detection Using IBM Spectrum Scale and IBM QRadar : An Enhanced Cyber Resiliency Solution (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (54 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Having appropriate storage for hosting business-critical data and advanced Security Information and Event Management (SIEM) software for deep inspection, detection, and prioritization of threats has become a necessity for any business. This IBM® Redpaper publication explains how the storage features of IBM Spectrum® Scale, when combined with the log analysis, deep inspection, and detection of threats that are provided by IBM QRadar®, help reduce the impact of incidents on business data. Such integration provides an excellent platform for hosting unstructured business data that is subject to regulatory compliance requirements. This paper describes how IBM Spectrum Scale File Audit Logging can be integrated with IBM QRadar. Using IBM QRadar, an administrator can monitor, inspect, detect, and derive insights for identifying potential threats to the data that is stored on IBM Spectrum Scale. When the threats are identified, you can quickly act on them to mitigate or reduce the impact of incidents. We further demonstrate how the threat detection by IBM QRadar can proactively trigger data snapshots or cyber resiliency workflow in IBM Spectrum Scale to protect the data during threat. This paper is intended for chief technology officers, solution engineers, security architects, and systems administrators.
    Note: Online resource; Title from title page (viewed May 18, 2020) , Mode of access: World Wide Web.
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    Architecting CSS : The Programmer's Guide to Effective Style Sheets (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484257500
    Language: English
    Pages: 1 online resource (241 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: ​Leverage various CSS features in combination with popular architectures in order to bring your style sheets back under your control. While CSS is the primary technology used for building beautiful web user interfaces, the style sheet files themselves are often quite ugly; left chaotic and unstructured through lack of a consistent architectural approach. By addressing the structure of your style sheets in the same way that you do with code, see how it is possible to create style rules that are clean and easy to read. Dig deep into CSS fundamentals and learn how to use the available selectors to build powerful rules. You will learn how to use cascading, inheritance, pseudo-classes, pre-processors, and components to produce cleaner, DRY-er style sheets, and how to let these features work for you instead of leading you down the road of rule duplication and design inconsistencies. Embrace the clean, semantic HTML to make your code easier to read, while supporting accessibility and assistive technologies. Separate the concerns of layout and style to simplify dynamic theming and white labeling, making you a marketing hero. Once you've finished this book you will have an advanced knowledge of CSS structures and architectural patterns that will take the pain out of style sheets for you (and your coworkers), and help you implement designs faster and easier than ever before. What You'll Learn Understand the core CSS fundamentals of Inheritance, Cascading, and Specificity Work with architecture and design patterns for better organization and maintenance Maximize code reuse with CSS precompilers Review the strengths and weaknesses of popular architecture patterns Who This Book Is For Primarily for front-end web developers and UI designers and anyone who works with CSS, particularly if they find it cumbersome and inelegant. It's also suitable for software architects and tech leads who are responsible for the maintainability of their code base.
    Note: Online resource; Title from title page (viewed May 15, 2020) , Mode of access: World Wide Web.
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    Startup-Recht, 2nd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari
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    Language: English , German
    Pages: 1 online resource (452 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Unabhängig von ihrem Geschäftsmodell werden Startups in den ersten Jahren mit vielen juristischen Fragestellungen konfrontiert. Für den Unternehmenserfolg ist deshalb extrem wichtig, dass Gründer juristische Stolpersteine kennen und Sachverhalte einordnen können. Jan Schnedler, Rechtsanwalt in Hamburg, berät seit vielen Jahren Startups in allen relevanten Fragestellungen. In diesem Praxisleitfaden fasst er seine Erfahrungen zusammen: ohne Angabe von Paragrafen und in einer Sprache, die für Nichtjuristen verständlich ist. Mit dem Wissen aus diesem Buch sind Gründer in der Lage, informiert Entscheidungen zu treffen, Fehler zu vermeiden oder zumindest zu korrigieren.
    Note: Online resource; Title from title page (viewed June 5, 2020) , Mode of access: World Wide Web.
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    IBM Spectrum Virtualize HyperSwap SAN Implementation and Design Best Practices (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (14 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: In this paper, we outline some IBM® Spectrum Virtualize HyperSwap® SAN implementation and design best practices for optimum resiliency of the SAN Volume Controller cluster. It provides IBM Spectrum® Virtualize HyperSwap and Stretched Cluster configuration details. Note: In this book, for brevity, we use HyperSwap to refer to both HyperSwap and Stretched Cluster. The documentation there details the minimum requirements. However, it does not describe the design of the storage area network (SAN) in detail, nor does it describe the recommended way to implement those requirements on a SAN. In this IBM Redpaper publication, we outline some of the best practices for SAN design and implementation that leads to optimum resiliency of the SAN Volume Controller (SVC) cluster, and we explain why each recommendation is made. This paper is SAN vendor-neutral wherever possible. Any mention of a specific SAN switch vendor, or terms used by a specific switch vendor, is made only where relevant to a specific context, and does not imply an endorsement of a specific switch vendor. Note: Some of the figures in this document might not depict redundant fabrics or storage configurations. This was done for simplicity, and it should be assumed that any recommendations made for fabric design assume that there are two redundant fabrics.
    Note: Online resource; Title from title page (viewed April 23, 2020) , Mode of access: World Wide Web.
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    IBM Security Key Lifecycle Manager (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (96 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This IBM® Redbooks® publication describes the installation, integration, and configuration of IBM Security Key Lifecycle Manager.
    Note: Online resource; Title from title page (viewed April 23, 2020) , Mode of access: World Wide Web.
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    IBM FlashSystem 7200 Product Guide (2020)
    [Erscheinungsort nicht ermittelbar] : IBM Redbooks | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (58 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This IBM® Redbooks® Product Guide publication describes the IBM FlashSystem® 7200 solution, which is a comprehensive, all-flash, and NVMe-enabled enterprise storage solution that delivers the full capabilities of IBM FlashCore® technology. In addition, it provides a rich set of software-defined storage (SDS) features, including data reduction and de-duplication, dynamic tiering, thin-provisioning, snapshots, cloning, replication, data copy services, and IBM HyperSwap® for high availability (HA). Scale-out and scale-up configurations further enhance capacity and throughput for better availability
    Note: Online resource; Title from title page (viewed April 24, 2020) , Mode of access: World Wide Web.
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    Head First Design Patterns, 2nd Edition (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    ISBN: 9781492077978 , 1492077976
    Language: English
    Pages: 1 online resource (694 pages)
    Edition: 2nd edition
    Series Statement: Head first
    Parallel Title: Erscheint auch als
    DDC: 005.1
    Keywords: Java (Computer program language) ; Computer software Development ; Object-oriented methods (Computer science) ; Software patterns ; Electronic books ; local ; Java (Langage de programmation) ; Conception orientée objet (Informatique) ; Logiciels ; Modèles de conception ; Computer software ; Development ; Java (Computer program language) ; Object-oriented methods (Computer science) ; Software patterns
    Abstract: You know you don't want to reinvent the wheel, so you look to design patterns-the lessons learned by those who've faced the same software design problems. With design patterns, you get to take advantage of the best practices and experience of others so that you can spend your time on something more challenging. Something more fun. This book shows you the patterns that matter, when to use them and why, how to apply them to your own designs, and the object-oriented design principles on which the patterns are based. Most importantly, you want to learn design patterns in a way that won't put you to sleep. If you've read a Head First book, you know what to expect-a visually rich format designed for the way your brain works. Newly updated and expanded, Head First Design Patterns, 2E, will load patterns into your brain in a way that sticks. In a way that makes you better at solving software design problems and better at speaking the language of patterns with others on your team. Join the hundreds of thousands of developers who have already improved their object-oriented design skills through Head First Design Patterns .
    Note: Online resource; Title from title page (viewed December 25, 2020) , Mode of access: World Wide Web.
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    Das Herz der Fotografie (2020)
    [Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari
    Details
    Language: English , German
    Pages: 1 online resource (308 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Ist dieses Bild gut? Nach welchen Kriterien bewerte ich eigentlich meine eigene Arbeit? Diese Fragen stellt sich wohl jeder Fotograf bei der Durchsicht seiner Bilder - und bleibt dabei oft ratlos. Bildkritik ist nicht leicht, die Analyse der eigenen Arbeiten noch schwerer. Regeln und Rezepte helfen nicht wirklich, um zu erkennen: Was genau ist ein gutes Bild?David duChemin gibt in seinem Buch auch keine Antwort auf diese Frage - er stellt Fragen. Fragen wie ""Wo ist die Geschichte?"", ""Wie führen die Linien den Blick des Betrachters?"", Fragen, die dem Fotografen helfen, Bilder besser zu verstehen, ihre Qualität zu erkennen. Die ihm aber auch helfen sollen, den Prozess des Fotografierens bewusster zu steuern und die Qualität seiner Arbeit zu verbessern.Doch duChemin stellt nicht nur Fragen. Er erklärt, er illustriert mit eigenen Bildern, wohin der Weg führt, den er dem Leser mit diesem Buch weist: Zu stärkeren und authentischeren Bildern.
    Note: Online resource; Title from title page (viewed May 5, 2020) , Mode of access: World Wide Web.
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    Hands-On Machine Learning for .NET Developers (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800205024
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use machine learning today without a machine learning background About This Video Quickly get up and running using state-of-the-art machine learning algorithms in your .Net applications Implement machine learning algorithms using real-world data sets, without first learning math Leverage state-of-the-art (TensorFlow, ONNX) models, pre-trained by the tech giants, in your own .Net code In Detail ML.NET enables developers utilize their .NET skills to easily integrate machine learning into virtually any .NET application. This course will teach you how to implement machine learning and build models using Microsoft's new Machine Learning library, ML.NET. You will learn how to leverage the library effectively to build and integrate machine learning into your .NET applications. By taking this course, you will learn how to implement various machine learning tasks and algorithms using the ML.NET library, and use the Model Builder and CLI to build custom models using AutoML. You will load and prepare data to train and evaluate a model; make predictions with a trained model; and, crucially, retrain it. You will cover image classification, sentiment analysis, recommendation engines, and more! You'll also work through techniques to improve model performance and accuracy, and extend ML.NET by leveraging pre-trained TensorFlow models using transfer learning in your ML.NET application and some advanced techniques. By the end of the course, even if you previously lacked existing machine learning knowledge, you will be confident enough to perform machine learning tasks and build custom ML models using the ML.NET library.
    Note: Online resource; Title from title screen (viewed June 24, 2020) , Mode of access: World Wide Web.
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    Funktionale Programmierung in Java (2020)
    [Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari
    Details
    Language: English , German
    Pages: 1 online resource (342 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Mit der Version 8 erhielt die objektorientierte Programmiersprache Java die Möglichkeit, mit ihr funktional zu programmieren. Dieser Programmierstil hat seitdem bei Java-Entwicklern immer mehr an Popularität gewonnen, getrieben durch den Trend zu datenzentrierten Anwendungen und neueren Programmiersprachen, die funktionale Programmierung (z.B. Scala, Kotlin) einfach möglich machen. Das Buch richtet sich sowohl an Einsteiger in Java, die einen tieferen Einblick in die funktionale Seite der Sprache erhalten möchten, als auch an erfahrene Java-Entwickler, die ihre tägliche Arbeit um funktionale Aspekte erweitern möchten.
    Note: Online resource; Title from title page (viewed July 7, 2020) , Mode of access: World Wide Web.
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    Ghana Poverty Assessment (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Poverty Assessment
    Abstract: After the return to democracy, Ghana achieved significant economic growth and poverty reduction. However, in recent years, the rate of poverty reduction has slowed, becoming insignificant after 2012. The largest reduction in poverty, 2 percent per year, was reached from 1991-1998. Subsequently, the rate of decline fell to 1.4 percent in 1998-2005, 1.1 percent in 2005-2012, and dropped to 0.2 percent per year between 2012 and 2016. The slowdown in poverty reduction was not due to a reduction in GDP per capita growth, which peaked between 2005 and 2012 and remained high between 2012 and 2016. Rather, it was due to a drop in the rate to which economic growth translated into poverty reduction. The growth elasticity of poverty (percentage reduction in poverty associated for every one percentage change in GDP per capita) was 1.2 between 1991 and 1998 but declined to less than 0.1 between 2012 and 2016, indicating a 1 percent increase in GDP per capita led to less than 0.1 percent reduction in poverty
    DOI: 10.1596/34804
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    Central African Republic Economic Update, October 2020 : The Central African Republic in Times of COVID-19 - Diversifying the Economy to Build Resilience and Foster Growth (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Economic Updates and Modeling
    Abstract: The economy of the Central African Republic (CAR) grew at a slower pace in 2019 compared to 2018. Still, it grew at 3.1 percent, year-onyear, in 2019, above the average of regional peers (1.6 percent) and countries affected by fragility, conflict, and violence (FCV) (2.7 percent). Despite improvements in security following the signing of the peace agreement in February 2019, the economy performed worse than expected due to the collapse by about 30 percent in the production of coffee and cotton, which in turn was the result of persistent structural challenges in the agriculture sector. On the demand side, private consumption remained the main driver of economic growth, while the agriculture and services sectors drove growth on the supply side. Moreover, extreme poverty remains high and projected to affect 71 percent of the population-3.4 million people-in 2019. Inflation increased in 2019, and CEMAC's monetary policy remained on track. The tightening of monetary policy, as well as progress on implementing the new Economic and Monetary Community of Central Africa's (Communaute Economique et Monetaire de l'Afrique Centrale, CEMAC) foreign exchange regulation in March 2019, contributed to a strong recovery of gross foreign assets, from 2.7 months' worth of imports in 2018 to 3.3 months in 2019. Inflation was contained at an average of 2.8 percent in 2019 as inflationary pressures from the blockade of the main trade route between Bangui and Cameroon in March abated. Fiscal stance improved, but CAR remains at high risk of debt distress. Public expenditure grew at a slower pace in 2019 than in 2018, mainly due to delays in public investments. Government revenues picked up at 18.4 percent of GDP in 2019 thanks to a significant increase in official grants. As a result, the overall fiscal situation improved in 2019, and the debt-to-GDP ratio continued to decline. However, CAR remains at high risk of debt distress, primarily due to low exports and mobilization of domestic resources
    DOI: 10.1596/34803
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    Ghana Tax Gap Analysis (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Public Sector Study
    Abstract: The objective of this report is to provide a comprehensive evaluation of the tax gap in Ghana, and help the Government of Ghana identify the areas where they can increase tax revenue by improving compliance. Tax gap for corporate income tax, import tax, estimated value added tax, and potential tax revenue from formalization of informal firms were investigated
    DOI: 10.1596/34806
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    Ethiopia Regional Poverty Report : Promoting Equitable Growth for All Regions (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Poverty Assessment
    Abstract: Ethiopia's economy has grown rapidly over the last two decades, leading to significant national poverty reduction, but there were significant differences in the pace and nature of poverty reduction across Ethiopia's eleven regions. Based on the national poverty line, poverty decreased from 46 percent in 1996 to 24 percent in 2016 nationwide. Poverty decreased in all the regions, particularly after 2005 when growth became more robust. Although regional disparities remained fairly low, regional poverty rates converged until 2011 only to begin diverging again in 2016
    DOI: 10.1596/34805
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    Lebanon Economic Monitor, Fall 2020 : The Deliberate Depression (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Economic Updates and Modeling
    Abstract: The Lebanon Economic Monitor provides an update on key economic developments and policies over the past six months. It also presents findings from recent World Bank work on Lebanon. It places them in a longer-term and global context and assesses the implications of these developments and other changes in policy on the outlook for Lebanon. Its coverage ranges from the macro-economy to financial markets to indicators of human welfare and development
    DOI: 10.1596/34842
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    Monitoring COVID-19 Impacts on Households in Vietnam, Report No. 2 : Round 2 Results Snapshot (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Poverty Study
    Abstract: To monitor the social and economic effects on households during the COVID-19 pandemic, the World Bank is conducting High-Frequency Phone Surveys of Households in Vietnam. These monitoring data help generate insights on household well-being amidst this dynamic period and highlight the effects on the most vulnerable members of Vietnamese society. This note provides a snapshot of results from the 2nd of five rounds of this survey series. Fieldwork for the second round was conducted from July 27 to August 12, 2020. During the first half of 2020, COVID-19 cases in Vietnam were well contained and appeared almost eradicated. However, after 99 days without any new COVID-19 cases, the Da Nang region re-entered lockdown after the emergence of a positive case on July 25th, 2020. While round one of the survey series (in June-July 2020) was conducted after the first lockdown, round two was collected right at the beginning of this second outbreak. The timing of fieldwork should be considered when considering trends
    DOI: 10.1596/34860
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    Georgia : Towards Green and Resilient Growth (2020)
    Washington, D.C : The World Bank
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    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Country Environmental Analysis
    Abstract: Georgia has made remarkable progress in terms of economic growth and poverty alleviation. In 2019, the country became an upper middle-income country Georgia's endowment of natural resources is a significant source of national wealth and has the potential for accelerating inclusive socio-economic development. Yet, challenges persist as poverty and inequality remain high, especially in rural areas. The Coronavirus (COVID-19) induced global recession has affected important sectors of the economy, including tourism and the travel industry. This report fills knowledge gaps in the upstream importance of environment and natural assets, and highlights areas for aligning national strategies with sustainable recovery from the Coronavirus (COVID-19) pandemic. In so doing, the report aims to inform national policies by which Georgia has commitments to "greening" sector developments aligned with the provisions of the EU-Georgia Association Agreement. The analysis underlying the report includes updates to the cost of environmental degradation (CoED) published in 2015. It also reflects the new government priorities and options for addressing specific challenges in forest management, land and coastal degradation, and air pollution. The recommendations of this report are designed for a wider audience, including the government of Georgia, as well as development partners and broader society
    DOI: 10.1596/34862
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    A Silver Lining : Productive and Inclusive Aging for Malaysia (2020)
    Washington, D.C : The World Bank
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    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Social Protection Study
    Abstract: In 2020, Malaysia passes a crucial milestone in its demographic trajectory and becomes an aging society. Driven by a precipitous decline in fertility accompanied by a sustained rise in life expectancy, in recent years Malaysia has seen an uptick in the pace of demographic change. Rapid aging will be one of the most crucial megatrends affecting Malaysia in coming decades, raising policy challenges in areas such as employment, income security, health care, and aged care. The term silver economy has been coined to encompass all sources of opportunities that arise from economic activities that serve the needs and demands of older persons. While rapid aging is crucially important and will become even more so in coming decades, through the right choice of policies, the government of Malaysia can help the country achieve productive and inclusive aging. The Coronavirus (COVID-19) pandemic has resulted in an unprecedented crisis with an enormous health and human toll, as well as exacerbated many of the policy challenges raised by aging both in the short term and more structurally. The report analyzes Malaysia's demographic, socioeconomic and macroeconomic contexts, as well as three select key policy areas where critical knowledge gaps exist-employment, income security, and aged care
    DOI: 10.1596/34887
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    Realizing the Blue Economy Potential in Albania (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Environmental Study
    Abstract: The objective of this study is to fill the knowledge gaps to help advance Albania's vision of the Blue Economy, in the context of the country's aim of joining the EU. The two most important sectors with this regard are fisheries and tourism. Both industries are well established and offer the highest potential return on investment when it comes to the Blue Economy and have socio-economic and cultural significance for the coastal communities. The study further extends to cover the challenges of marine plastic pollution and examine possible solutions. For the purpose of cross-sectoral planning and investment coordination, the Blue Economy Development Framework (BEDF) is introduced as a distinct theme. The analysis concludes with a menu of options to develop the marine based economic activities and ultimately accelerate the country's transition towards the Blue Economy. The study reflects Albania's specific circumstances and the opportunities arising from integrated economic development of maritime sectors, including branding a 'Blue Albania' vision that could serve as a blueprint for future innovations in these sectors. Policy and decision makers from multiple institutions representing the GoA, as well as development partners and organizations such as the European Commission, have been consulted in the course of the study preparation
    DOI: 10.1596/34892
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    Business Regulation in South Asia and the Belt and Road Initiative (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Infrastructure Study
    Abstract: This study provides a comprehensive comparative analysis of the business environment in six South Asian countries, Afghanistan, Bangladesh, India, Nepal, Pakistan, and Sri Lanka, to examine whether business regulatory requirements in these countries hinder them from fully benefiting from BRI project spillovers. The analysis is based on available secondary data sources and responses to a structured questionnaire sent to selected private sector participants in each of these countries, eliciting information on the law, regulation, and practice in a wide range of thematic areas influencing the overall business and regulatory environment. Survey respondents identified nine key themes as the most challenging for the private sector, including from the perspective of potential benefits from BRI-induced opportunities. The thematic areas are: (a) licensing and inspection requirements; (b) regulations and practices governing foreign investment; (c) access to resources such as land, credit, and electricity; (d) regulatory restrictions on the operation of foreign firms, such as local content requirements and currency repatriation; (e) regulatory governance and corruption and state capture; (f) predictability and quality of the regulatory framework, especially corporate taxation; (g) government procurement laws and practice; (h) effective dispute settlement and grievance mechanisms; and (i) trade and customs regulations. The identified thematic areas promote connectivity and regional integration and thus are particularly relevant from the BRI perspective. Improvements along different dimensions of these thematic areas will likely enable countries in the region to gain from BRI-induced opportunities
    DOI: 10.1596/34891
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    Perceptions of Gender Disparities in Vietnam's Labor Market (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Women in Development and Gender Study
    Abstract: In the context of Vietnam's impressive economic growth over the last two decades, several studies have documented gender disparities, but few have studied the underlying constraints that drive the disparities. The Vietnamese government is working to increase its support to job seekers. To help fill the knowledge gaps, this study uses three qualitative methods to understand stakeholders' views on the mechanisms underlying gender disparities in the Vietnamese labor market and related policy: (1) individual biographical interviews; (2) focus group discussions; and (3) expert interviews. This study gives particular emphasis to the context in which the gender dynamic is played out in the sphere of the labor market. It approaches gender not as naturally determined but as socially constructed, with cultural, political, religious, and ethnical concepts all influencing its meaning. The study's qualitative findings confirm that a range of gender disparities exist in Vietnam's labor market. Section one gives introduction. Section two provides information on the institutional and legal environment in Vietnam and summarizes existing findings on gender disparities in the country's labor market. Section three describes the qualitative methodologies that were used in the study, namely individual biographical interviews, focus group discussions, and key informant interviews. Section four discusses the empirical findings, section five details summary of research results for the provinces of Dien Bien and Quang Nam, and section six presents conclusions and policy recommendations
    DOI: 10.1596/34895
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    Papua New Guinea High Frequency Phone Survey on COVID-19 : Results from Round 1 (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Poverty Study
    Abstract: Papua New Guinea (PNG) is the largest country in the Pacific region, and one of the most diverse countries in the world. The key development challenge in this lower-middle income country is how to translate macroeconomic gains from the resource sector into better opportunities and services for PNG's largely poor and rural populations. The Coronavirus (COVID-19) pandemic has compounded issues for an already weakening economic situation. A strong evidence base is needed to understand the socioeconomic implications of the coronavirus pandemic for Papua New Guinea. Data is needed to inform the policy response to the coronavirus crisis. To monitor and assess the socio-economic impacts of Coronavirus (COVID-19) in Papua New Guinea, five rounds of High Frequency Phone Surveys (HFPS) have been planned and will be conducted quarterly. Data collection began in late June 2020. This report presents the findings from round one and concludes with a policy section to help inform an evidence-based response to Coronavirus (COVID-19) in Papua New Guinea
    DOI: 10.1596/34907
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    Global Experiences from Regulatory Sandboxes (2020)
    Washington, D.C : The World Bank
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    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other papers
    Abstract: Regulatory sandboxes have become synonymous with fintech innovation and offer the unique benefit of providing the empirical evidence needed to substantiate decisions. This paper on Global Experiences from Regulatory Sandboxes brings together detailed lessons learned and case studies from sandboxes across the globe. Our research has identified 73 sandboxes in 57 jurisdictions. This is currently the most up-to-date resource for sandboxes available and is supplemented with an interactive database on Key data from Regulatory Sandboxes across the globe
    DOI: 10.1596/34789
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    Bulgaria : Country Needs and STI Policy Mix Assessment (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Education Study
    Abstract: Bulgaria has achieved impressive economic performance over the last two decades. Nevertheless, recent growth of gross domestic product (GDP) and productivity has slowed since the global financial crisis, and the country faces medium- to long-term labor shortages and skills mismatches driven by an aging population and high emigration rates. Maintaining income growth in the face of these challenges will require boosting productivity, and a key step to increase productivity is to strengthen Bulgaria's science, technology and innovation (STI) performance, which ranks among the worst in the European Union (EU) across multiple indicators. A review of STI policies is critical in preparation for the next EU programing period to ensure that the expected increase in resources to support research and innovation is used effectively. This report provides a comprehensive assessment of the country's research and innovation needs and an original analysis of the policies devoted to supporting STI in Bulgaria, including nearly all national-level STI-related policy instruments
    DOI: 10.1596/34790
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    Natural Capital Accounting : Informing Policy Decisions and Management of Uganda's Natural Resources (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Environmental Study
    Abstract: The Government of Uganda has been working to establish a new system of NCA. NCA is a standardized approach to measuring and valuing natural resources. It overcomes the limitations of traditional economic measurements, such as gross domestic product (GDP), that look primarily at income and not at wealth. It provides physical and monetary information about natural capital wealth as well as income and other benefit flows. As such,NCA is already helping to inform key policies and plans in Uganda. The development of NCA in Uganda has been supported by various development partners, notably the World Bank's global program, WAVES. This paper offers an independent synthesis of Uganda's work with WAVES from 2018 to 2020. It is based on program documentation and a review of the accounts themselves, supplemented by interviews of key Ugandan officials involved in the process
    DOI: 10.1596/34811
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    Kenya Economic Update, November 2020 : Navigating the Pandemic (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Economic Updates and Modeling
    Abstract: Kenya's economy has been hit hard by COVID-19, severely affecting incomes and jobs. The economy has been exposed through the dampening effects on domestic activity of the containment measures and behavioral responses, and through trade and travel disruption (affecting key foreign currency earners such as tourism and cut flowers). Real Gross Domestic Product (GDP) contracted by 0.4 percent in H1 2020 year-on-year(y/y), compared to growth of 5.4 percent in H1 of 2019. This reflects a worse-than-anticipated Q2 GDP outturn, mainly due to a sharp reduction of services sector output, especially education. As a result, the economy is projected to contract by 1.0 percent in 2020 in the baseline scenario, and by 1.5 percent in a more adverse scenario. This revision essentially adopts the adverse scenario outlined in the April 2020 update, reflecting the more severe impact of the pandemic to date than had been initially anticipated, including on the measured output of the education sector following the closure of institutions in March. The special focus topic finds that the pandemic increased poverty by 4 percentage points (or an additional 2 million poor) through serious impacts on livelihoods, by sharp decreases in incomes and employment. The unemployment rate increased sharply,approximately doubling to 10.4 percent in the second quarter as measured by the KNBS Quarterly Labor Force Survey. Many wage workers who are still employed face reduced working hours, with average hours decreasing from 50 to 38 hours per week. Almost 1 in 3 household runbusinesses are not currently operating, and between February and June average revenue from household run businesses decreased by almost 50 percent. This has exacerbated food insecurity, and elevated pain and human suffering. In response to the crisis, the government has deployed both fiscal and monetary policies to support the healthcare system, protect the most vulnerable households, and support firms to help preserve jobs,incomes and the economy's productive potential. Tax revenue dropped below target, due to the marked slowdown in economic activity, as well as tax relief as part of the government's fiscal response package. At the same time, expenditures were raised to strengthen the capacity of the healthcare system to manage infections, protect the most vulnerable households, and support businesses
    DOI: 10.1596/34819
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    Ghana : Enhancing Revenue Mobilization Through Improved Tax Compliance and Administrative Systems (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Public Sector Study
    Abstract: Ghana's tax collection is low compared with other lower middle-income countries. Non-compliance of tax payments is an urgent issue in Ghana, as the government has been suffering from a widening fiscal deficit and a rising debt burden. Learning from experiences in other countries, this report proposes potential interventions that could improve tax compliance
    DOI: 10.1596/34847
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    Creating Disability-Inclusive ID System (2020)
    Washington, D.C : The World Bank
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    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Public Sector Study
    Abstract: Access to identification is a vital priority. In developing countries, persons with disabilities are among those most likely to face barriers in accessing government services such as health and rehabilitation, public transportation, education, voting, financial services, and economic opportunities. For women and girls with disabilities and other persons with disabilities with intersecting identities, these barriers are multidimensional. Addressing poverty among persons with disabilities and their families requires solutions that address their differentiated and sometimes complex needs, a precondition of which is possessing official proof of identity. This report provides a model of the continuous nature of the ID lifecycle, suggesting some illustrative approaches to designing a disability-inclusive ID process at any stage in the lifecycle. The ID lifecycle comprises five phases, each allowing for disability-inclusive interventions. The five phases are: (1) planning and design; (2) outreach and engagement; (3) enrollment; (4) use of ID; (5) and monitoring and evaluation. The cycle presents examples of continuous activities which should be regularly revisited to ensure that ID systems are accessible to people with disabilities regardless of the stage of implementation of the ID system. While not exhaustive, and recognizing that country contexts differ, this cyclical model can be a useful planning tool, much like that used across the world by electoral commissions for inclusive voter registration
    DOI: 10.1596/34848
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    Women Endure COVID-19 Unequally to Men (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Poverty Study
    Abstract: The adverse impact of the Coronavirus (COVID-19) pandemic is being disproportionately borne by women, further exacerbating the wide gender inequities in Myanmar. From food security, shortages in finances and the burden of caretaking responsibilities, women have been disproportionately affected by the secondary impacts of the Coronavirus (COVID-19) outbreak. Women have had to adopt more drastic measures to mitigate the impacts of the pandemic, both reactively and proactively, ranging from reducing food- and non-food consumption and borrowing money from Micro-Finance Institutions and informal money lenders. Not unexpectedly, women's greater disadvantage, limited access to support, subjection to domestic violence and structural inequalities lend themselves to their being less optimistic about the near future. The evidence surveyed is clear that women are enduring Coronavirus (COVID-19) disproportionately worse than men, both in household and firm settings and they take on the bulk of the emotional burden with regard to responsive and proactive coping mechanisms
    DOI: 10.1596/34888
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    Uganda Economic Update, 16th Edition, December 2020 : Investing in Uganda's Youth (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Economic Updates and Modeling
    Abstract: Uganda's real GDP grew at 2.9 percent in FY20, less than half the 6.8 percent recorded in FY19, due to the effects of the COVID-19 (coronavirus) crisis, and is expected to grow at a similar level in FY21, but downside risks are high. Economic activity stalled during the latter part of the fiscal year due to a domestic lockdown that lasted over four months, border closures for everything but essential cargo, and the spillover effects of disruption in global demand and global supply chains due to the COVID-19 pandemic. This resulted in a sharp contraction in public investment and deceleration in private consumption, which hit the industrial and service sectors hard, particularly the informal service sector. On a calendar year basis, real GDP growth is expected to contract by up to 1 percent in 2020, compared to 7.5 percent growth in 2019, and, as a result, real per capita GDP growth is expected to contract by about 4.5 percent. Even if GDP growth rebounds strongly by 2022, the level of per capita GDP is likely to remain well below its pre-COVID trajectory. As a result of these impacts, the COVID-19 crisis is threatening to reverse some of the gains made on structural transformation and the declining poverty trend of the past decade. This transformation was characterized by a reduction in the workforce employed in on-farm agriculture and a take-off in industrial production, largely in agro-processing. However, following the COVID shock, there have already been widespread firm closures, permanent layoffs in industry and services, a rapid slowdown of activity particularly in the urban informal sector, and a movement of labor back to farming. At the same time, household incomes have fallen, which is concerning given the high levels of vulnerability to poverty, limited social safety nets, and impacts this might have on human capital development and Uganda's capacity to benefit from its demographic transition
    DOI: 10.1596/34893
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    Spatial Finance : Challenges and Opportunities in a Changing World (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Environmental Study
    Abstract: If financial markets are to realign towards truly sustainable development the financial sector needs to differentiate commercial actors more accurately on their climate and environmental performance. A potential breakthrough to help in this challenge is the emerging field of -'Spatial Finance', the independent assessment of the location of a company's or a country's assets and infrastructure using ground data, remote sensing observations and modelled insights, offers a potentially transformative means to gain improved quantitative ESG insights. Rapid development is required if spatial finance is to deliver in the short term. In this report, authors outline a possible taxonomy and hierarchy for spatial finance, showing how discrete forms of technology, approaches and data can be considered within a single consistent framework. Using this framework, spatial finance could provide insights at differing scales for different applications from the asset-scale for project finance, to company-scale for investment, to country scale for sovereign debt. Throughout the document authors provide insights into current cutting-edge developments within the field, illustrated with case studies from practitioners and data providers, and explore potential future developments
    DOI: 10.1596/34894
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    Global Economic Prospects, June 2020 (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (234 pages)
    Series Statement: World Bank E-Library Archive
    Series Statement: Global Economic Prospects
    Parallel Title: Erscheint auch als
    Abstract: The COVID-19 pandemic has, with alarming speed, dealt a heavy blow to an already-weak global economy, which is expected to slide into its deepest recession since the second world war, despite unprecedented policy support. The global recession would be deeper if countries take longer to bring the pandemic under control, if financial stress triggers defaults, or if there are protracted effects on households and firms. Economic disruptions are likely to be more severe and protracted in emerging market and developing economies with larger domestic outbreaks and weaker medical care systems; greater exposure to international spillovers through trade, tourism, and commodity and financial markets; weaker macroeconomic frameworks; and more pervasive informality and poverty. Beyond the current steep economic contraction, the pandemic is likely to leave lasting scars on the global economy by undermining consumer and investor confidence, human capital, and global value chains. Being mostly a reflection of the recent plunge in global energy demand, low oil prices are unlikely to provide much of a boost to global growth in the near term. While policymakers' immediate priorities are to address the health crisis and moderate the short-term economic losses, the likely long-term consequences of the pandemic highlight the need to forcefully undertake comprehensive reform programs to improve the fundamental drivers of economic growth, once the crisis abates. Global Economic Prospects is a World Bank Group Flagship Report that examines global economic developments and prospects, with a special focus on emerging market and developing economies, on a semiannual basis (in January and June). The January edition includes in-depth analyses of topical policy challenges faced by these economies, while the June edition contains shorter analytical pieces
    DOI: 10.1596/978-1-4648-1553-9
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    International Debt Statistics 2021 (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (192 pages)
    Series Statement: World Bank E-Library Archive
    Series Statement: International Debt Statistics
    Parallel Title: Erscheint auch als
    Abstract: International Debt Statistics (IDS), a long-standing annual publication of the World Bank, features external debt statistics and analysis for the 120 low- and middle-income countries that report to the World Bank Debtor Reporting System. IDS 2021 includes (1) an overview analyzing global trends in debt stocks of and debt flows to low- and middle-income countries within the framework of aggregate capital flows (debt and equity); (2) a feature story on the World Bank and International Monetary Fund Debt Service Suspension Initiative in response to the COVID-19 pandemic; (3) tables and charts detailing debtor and creditor composition of debt stock and flows, terms of new commitments, and maturity structure of future debt service payments and debt burdens, measured in relation to gross national income and export earnings for each country; (4) one-page summaries per country, plus global, regional, and income group aggregates showing debt stocks and flows, relevant debt indicators, and metadata for six years (2009 and 2015+"19); and (5) a user guide describing the tables and content, definitions and rationale for the country and income groupings used in the report, data notes, and information about additional resources and comprehensive data sets available to users online. Unique in its coverage of the important trends and issues fundamental to the financing of low- and middle-income countries, IDS 2021 is an indispensable resource for governments, economists, investors, financial consultants, academics, bankers, and the entire development community. For more information on IDS 2021 and related products, please visit the World Bank's Data Catalog at https://datacatalog.worldbank.org/dataset/international-debt-statistics
    DOI: 10.1596/978-1-4648-1610-9
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    Fukuoka City : Efficient Water Management (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Infrastructure Study
    Abstract: This case study showcases examples where the "G20 Principles for Quality Infrastructure Investment (QII)" have been operationalized in Japan`s urban infrastructure projects. It highlights Fukuoka City, one of the most prominent cities in Japan today. It reviews the city's efficient water management through Economic Efficiency and Infrastructure Governance, two of the six G20 Principles for QII. A key factor for the city's success was adopting life-cycle costing as an underlying principle; the city upgraded its water distribution pipe network with polyethylene sleeves for life extension and went to great length for leakage reduction. As a recent effort, the city underwent procurement reforms to improve the technical quality of public works. The implications are expected to benefit policymakers and practitioners in developing countries
    DOI: 10.1596/34815
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    Belarus Public Expenditure Review : Strengthening the Equity, Efficiency and Effectiveness of Social Expenditures in Belarus (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Public Expenditure Review
    Abstract: After more than a decade of strong growth, interrupted only by the 2008-2009 global financial crisis, Belarus' economy has encountered major headwinds. Since 2012, growth has stalled, macroeconomic imbalances have intensified, and public finances have deteriorated. Unlike regional peers, the country was unable to take advantage of buoyant global demand, ample liquidity and strong risk appetite. This suggests that the causes for this disappointing outcome are domestic and rooted in the current economic model based on an outsized public sector and reliance on Russia for cheap energy and as main export market. The narrow export base has left the economy vulnerable to economic weakness in Russia and, indirectly, to volatility in global oil prices. These shocks have exposed major structural weaknesses, that have dragged down productivity and potential growth and increased Belarus' vulnerability to major shocks such as the Coronavirus (COVID-19) pandemic. The policy response to the external headwinds has been pro-cyclical. It has focused on avoiding major financial disruptions and resorting to increased foreign borrowing to make it through the financing pressures rather than deeper structural adjustment needed to adjust to the new realities and anchor fiscal sustainability. It has focused on exchange rate adjustment accompanied by ad-hoc fiscal retrenchment. The latter, however, although significant, has been episodic and less than optimal as it has protected consumption at the expense of investment. The scope for fiscal adjustment has been constrained by the structural rigidities of Belarus' public finances. Looking forward, Belarus now faces a perfect storm of a global economic shock caused by the Coronavirus (COVID-19) pandemic, an unprecedented drop in oil prices, and the phasing out of the energy import price discount by 2024 due to the Russian tax maneuver. All these adverse external developments come against the background of deeply rooted structural rigidities, a heavy debt redemptions schedule and a much-reduced policy space compared with previous episodes of external pressures such as in 2009 and 2015
    DOI: 10.1596/34830
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    Thailand Manufacturing Firm Productivity Report (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Private Sector Development, Privatization, and Industrial Policy
    Abstract: Thailand is an enduring development success story. Between the late 1960s and mid-1990s, strong and sustained economic growth propelled the country from low-income to upper-middle-income status. To achieve high-income status by 2037, the authorities will need to draw on the experiences of other upper-middle-income countries that have successfully completed the transition, as well as those that continue to struggle. The Coronavirus (COVID-19) outbreak has severely impacted growth in Thailand, with the economy expected to contract in 2020 amid heightened uncertainty surrounding the path of the pandemic. This report focuses on the manufacturing sector builds on a framework that emphasizes the microeconomic and macroeconomic linkages of the sources of productivity growth. In line with this framework, Chapter 1 begins with an overview of Thailand's productivity dynamics at the macroeconomic level and identifies the causes of its slowing GDP growth rate.7 Chapter 2 analyzes the characteristics of Thai manufacturing firms and sub-sector productivity dynamics, revealing the drivers of firm productivity and distinguishing the relative contributions of within-firm effects, between-firm effects, and market dynamism. Chapter 3 evaluates the impact of competition on firm productivity by comparing market entry and exit indicators with price markups. Chapter 4 concludes with a set of policy recommendations designed to boost firm productivity in Thailand's manufacturing sector
    DOI: 10.1596/34882
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    Leading Schools Digitally : Evaluation of the Electronic School Planning and Budgeting System (e-RKAS) in Indonesia (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Education Study
    Abstract: The education system under the Ministry of Education and Culture (MoEC) in Indonesia is highly decentralized. Most school costs under MoEC are covered by fiscal transfers from the centre to provincial and district levels, some of which are earmarked for education use. One such type of transfer is school operational grants, known as Bantuan Operasional Sekolah (BOS) or school operational assistance. BOS funds are managed directly by schools, which have been delegated the autonomy to receive, plan and budget, spend, administer, and report their use. Experience has shown that many schools lack the capacity to use BOS funds effectively and efficiently to deliver better learning outcomes for students, while there have been no planning systems to manage use of BOS funds towards achieving the National Education Standards (NES) for individual schools. Under the BOS program, each school is required to conduct a School Self-Evaluation (SSE) against the NES and use the results to develop its spending plans accordingly. Every school has also been advised to develop a planning and budgeting system (Rencana Kegiatan dan Anggaran Sekolah or RKAS) to allocate and manage BOS funds. To support implementation of the RKAS, an application called the Rencana Kegiatan dan Anggaran Sekolah Berbasis Elektronik (e-RKAS or electronic school plan) has been developed. To assess the preliminary effects of introducing different e-RKAS applications on the role and behaviour of stakeholders, as well as challenges experienced during implementation, the World Bank conducted an evaluation of the e-RKAS program. This report focuses on the evaluation and impact of e-RKAS
    DOI: 10.1596/34883
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    Public-Private Partnerships for Investment and Delivery of Affordable Housing in Emerging Market Economies (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Urban Study
    Abstract: The role of the public sector in housing delivery in many developed economies evolved from government as builder in the post-War era in the 1950s when the government directly constructed and delivered housing to meet the daunting demand for housing, to government as enabler and regulator in the 1980s and 90s when governments retreated from direct provision but started to focus on facilitating the private sector to deliver housing effectively, and to assist the poorest segment of the population. The point of departure is the belief that housing is essentially a private good that is best provided by the market. Today, the government's role is therefore focused on Should read: (i) establishing the enabling environment for the private sector (including private individuals) to deliver housing; (ii) addressing the market failures; and (iii) avoiding and/or correcting government policy failures. However, challenges persist for low-income households to find affordable accommodation in locations that work for them. Such shortages of affordable housing are most pronounced in developing countries, which in recent decades have seen rapid urbanization and the proliferation of informal settlements, which are increasingly challenging for the public sector to address. As the private sector and public sector fail to provide adequate and affordable housing for the lower-end of the market segment at the pace and scale that is needed, governments have since the later 2000's repositioned themselves as partners, and increasingly as entrepreneurs, to catalyze - and reduce the risk for - the private sector's entry into the affordable housing markets
    DOI: 10.1596/34889
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    Monitoring Small-Scale Cross Border Trade in Africa : Issues, Approaches, and Lessons (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Foreign Trade, Foreign Direct Investment, and Capital Flows Study
    Abstract: This report synthesizes the work carried out as part of a World Bank ASA (Advisory Services and Analytics) activity to identify better systems and practical strategies that countries can use for improved monitoring of small-scale cross border trade (SSCBT). Large amounts of goods are known to be traded through cross border channels in Africa, yet SSCBT is poorly counted leading to a misrepresentation of the true state of regional integration and possible misalignment of trade and development policies. The study assesses the strengths and limitations of existing SSCBT data systems in East Africa to understand the feasibility and cost effectiveness of different data collection methods. It also looks at conditions along trade corridors in other regions of Africa where SSCBT data are only starting to be monitored to identify common bottlenecks and potential solutions for improved trade data collection in different environments. The analysis draws on fieldwork carried out during July and August 2019, as well as subsequent consultations with local counterparts, including with respect to the impact of the COVID-19 pandemic. Through this work, the study aims to inform policy in countries where SSCBT is important and where the establishment of monitoring systems will be relevant and desirable. The project also contributes to discussions and negotiations on regional integration by raising the profile of SSCBT and drawing attention to the importance of addressing barriers that limit this trade. In addition to this report, findings of the ASA are also being shared with a diverse audience of policymakers, economic analysts, and civil society representatives through short policy notes, working papers, and dissemination events
    DOI: 10.1596/34884
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    Egypt Economic Monitor, November 2020 : From Crisis to Economic Transformation - Unlocking Egypt's Productivity and Job-Creation Potential (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Economic Updates and Modeling
    Abstract: The COVID-19 (coronavirus) pandemic is causing the most severe global health and economic crisis in at least seven decades. In Egypt, the disruptions caused by the pandemic started in March 2020, and has since interrupted a period of macroeconomic stability, characterized by relatively high growth, improved fiscal accounts, and a comfortable level of foreign reserves. Yet, the pandemic also hit as longstanding challenges continued to persist, notably the government's elevated debt-to-GDP ratio (despite its significant reduction in recent years), sluggish revenue-mobilization and the below-potential performance of non-oil merchandise exports and non-oil FDI. The fiscal, monetary and energy sector reforms implemented in recent years, along with the emergency measures undertaken by authorities in response to the COVID-19 crisis are so far helping Egypt weather the shock. Indeed, average real growth has remained positive during FY2019/20 and foreign reserves continue to be rather ample. Nevertheless, the COVID-19 pandemic has inevitably caused job and income losses, posing additional strains on Egyptian households' livelihoods, and is thus exacerbating the long-standing challenge of job-creation in Egypt, notably in the formal private sector. The in-focus chapter of this report is therefore dedicated to the topic of jobs and economic transformation. The analysis of this chapter shows that the economic transformation process has been slow-moving in Egypt, with employment shares increasing either in low value-added sectors, or in sectors that have experienced a decline in productivity (value-added per worker). Hence, the Egyptian economy has not been able to generate high-earning jobs, at scale. Going forward, for businesses to expand and create sufficient and high-quality employment opportunities, a three-pronged approach will be necessary: (i) Sustaining macroeconomic stability and overall policy predictability whilst incentivizing domestic savings to finance investments. (ii) Getting the enabling environment right to create attractive opportunities for domestic and foreign investments. (iii) Upgrading human capital and firm capabilities to fast-track the economic transformation process in Egypt and to strengthen the country's resilience against such severe shocks
    DOI: 10.1596/34785
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    Government Financial Reporting in Times of the COVID-19 Pandemic (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Financial Accountability Study
    Abstract: The economic shock of the coronavirus outbreak has an unprecedented impact on public finances. Governments are implementing massive fiscal packages including both budgetary and nonbudgetary measures to fight the pandemic while receipts are sharply down. Communicating the financial consequences of Coronavirus (COVID-19) to all stakeholders in a timely manner is important to create enduring broad support. Audited financial statements play a key role in building citizen trust in government. This policy note provides reflections on how governments could make use of existing systems of financial reporting during the pandemic as well as opportunities for improved financial reporting systems for the post-crisis environment. It also seeks to share insights into the impact of the pandemic on government financial performance, position, and cash flows
    DOI: 10.1596/34792
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    Toyama City : Compact City Development (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: City Development Strategy
    Abstract: This case study is showcases examples where the "G20 Principles for Quality Infrastructure Investment (QII)" have been operationalized in Japan`s urban infrastructure projects. It highlights Toyama City, which is now a global role model for compact city development and reviews the city's difficult journey towards a compact city through the lens of Economic Efficiency and Infrastructure Governance, which are two of the six G20 Principles for QII. This case study sheds light on the importance of governance aspects such as alignment with the national policy, organizational commitment, and collaboration with the private sector. Furthermore, it illustrates how effective governance can lead to economic efficiency and some evidence of a compact city`s wider benefits. The implications are expected to benefit policymakers and practitioners in developing countries
    DOI: 10.1596/34816
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    The Promise of Education in Indonesia (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Education Sector Review
    Abstract: This Indonesia Education Flagship Report examines ways to strengthen education reforms and boost the learning outcomes of all Indonesian students. It focuses on how the education system can deliver on the promise of human capital for Indonesia. The recommendations focus on protecting and building human capital by increasing the capacity, equity, and accountability for learning. The report also explores what the central government can do to make changes for the better in areas under its control and how to provide better guidance and support to provinces, districts, and schools
    DOI: 10.1596/34807
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    Impacts of Climate Change on Georgia's Coastal Zone : Vulnerability Assessment and Adaptation Options (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Risk and Vulnerability Assessment
    Abstract: The higher-level purpose of this study is to provide information to be used to raise the ambition of Georgia's nationally determined contribution (NDCs) and to consider adaptation targets for the Black Sea coast of Georgia. The study also aims to highlight how supporting a blue economy can accelerate the implementation of adaptation measures required to reduce climate risks and contribute towards the region's socioeconomic development and environmental conservation. The methodology used in the present study consists of five main steps: define the geographic scope; review available climate change projections; identify key climate risks and vulnerabilities for coastal Georgia; assess the impact of climate change on economic sectors and infrastructure, and possible adaptation options; and prioritize initial recommendations and key climate adaptation actions. The approach used to evaluate the various impacts on coastal Georgia consisted of a qualitative analysis and expert input from international and local teams. This included an assessment of feasible adaptation options. Discussions with local experts and government agencies were also carried out in order to gain further details of vulnerable areas and evaluate both the potential for specific adaptation measures to yield economic benefits as well as the feasibility and acceptability of these options. The report is organized in six chapters. Chapter one introduces the purpose, objectives, methodology, and limitations for the study. Chapter two provides an overview of Georgia's coastal zone economic sectors, while chapter three provides an overview of Georgia's coastal climate and climate change impacts. Chapter four presents the priority risks for coastal Georgia, based on the existing cost of environmental degradation estimates and climate change projections. Chapter five discusses the impacts of climate change on Georgian coastal economic sectors, health and infrastructure, through the prism of the priority risks described in the previous chapter and presents a menu of adaptation options. Chapter six discusses the conclusions of the study and makes initial information, institutional, and investment recommendations, and key actions, including key actions required to implement climate adaptation on the ground
    DOI: 10.1596/34886
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    Philippines Economic Update, December 2020 : Building a Resilient Recovery (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Economic Updates and Modeling
    Abstract: The Philippine economy contracted by 10.0 percent, year-on-year, in the first three quarters of 2020, given the triple shock brought by the Coronavirus disease (COVID-19) pandemic. COVID-19 delivered a triple shock of a health crisis, strict containment measures, and a global recession of unprecedented scale. The sharp contraction in the second quarter was driven by the steep dive in private domestic demand, deep contraction in public investment activities, and the collapse of trade due to the impact of strict containment measures domestically and globally. Most of the country entered a more relaxed community quarantine in mid-August with a gradual opening of businesses and government operations. Yet, the economy further contracted in the third quarter, albeit a modest improvement from the peak of the outbreak. Moreover, the country was hit by a series of strong typhoons which may cause delay on the pace of the recovery as economic activities were affected in some areas. This report will feature disaster risk management (DRM) challenges the country faces and policy recommendations to strengthen its fiscal, physical, and social resilience. The severity of the recession can be explained, first and foremost, by the collapse in private consumption, as containment measures led to a fall in employment and incomes. Private consumption contracted by 8.2 percent, its worst performance on record. This was in large part due to a combination of factors that crippled domestic demand, including record-high unemployment, declining incomes (including remittances), movement restrictions that suppressed consumption, and a historic decline in consumer confidence. The deepest contraction was registered in the consumption of non-essential goods and services and those that were affected by the implementation of strict containment measures, while essential goods such as food registered small positive growth. In particular, the combination of travel restrictions and weak consumer confidence which weighed on demand, resulted in a collapse in domestic tourism expenditures, which make up a fifth of private consumption
    DOI: 10.1596/34899
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    Solomon Islands High Frequency Phone Survey on COVID-19 : Results from Round 1 (2020)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: World Bank E-Library Archive
    Series Statement: Other Poverty Study
    Abstract: The Solomon Islands is a lower middle income small island state in the Melanesian region of the Southwest Pacific. Agriculture, including logging, is central to the economy of the Solomon Islands. To protect the country from importation of Coronavirus (COVID-19) and to limit the possible spread of undiagnosed cases, beginning March 27, the government enacted a series of emergency measures under the State of Public Emergency (SoPE). Coronavirus (COVID-19) response measures, both domestically and abroad, are expected to have negative impacts on the economy and on livelihoods. A strong evidence base is needed to understand the socioeconomic implications of the coronavirus pandemic for the Solomon Islands. The objective of this survey was to measure the socioeconomic impacts of the Coronavirus (COVID-19) global pandemic in the Solomon Islands, including livelihoods, food security, and public safety and security, through a high frequency mobile phone survey
    DOI: 10.1596/34908
    URL: Deutschlandweit zugänglich
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    The C++ Workshop (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781839216626
    Language: English
    Pages: 1 online resource (606 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Cut through the noise and get real results with a step-by-step approach to learning C++ development Key Features Ideal for the C++ beginner who is getting started for the first time A C++ tutorial with step-by-step exercises and activities that help build key skills Structured to let you progress at your own pace, on your own terms Use your physical print copy to redeem free access to the online interactive edition Book Description You already know you want to learn C++ development, and a smarter way to learn C++ 11 is to learn by doing. The C++ Workshop focuses on building up your practical skills so that you can develop high-performance software applications or even your own independent games with effective modern C++. You'll learn from real examples that lead to real results. Throughout The C++ Workshop, you'll take an engaging step-by-step approach to understanding C++ code. You won't have to sit through any unnecessary theory. If you're short on time you can jump into a single exercise each day or spend an entire weekend learning about advanced object-oriented principles. It's your choice. Learning on your terms, you'll build up and reinforce key skills in a way that feels rewarding. Every physical print copy of The C++ Workshop unlocks access to the interactive edition. With videos detailing all exercises and activities, you'll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive content updates. You'll even earn a secure credential that you can share and verify online upon completion. It's a premium learning experience that's included with your printed copy. To redeem, follow the instructions located at the start of your C++ book. Fast-paced and direct, The C++ Workshop is the ideal companion for C++ beginners. You'll build and iterate on your code like a software developer, learning along the way. This process means that you'll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead. What you will learn Get to grips with fundamental concepts and conventions of C++ 11 Learn about best practices for clean code and how to avoid common pitfalls Reuse and reduce common code using the C++ standard library Debug and compile logical errors and handle exceptions in your programs Who this book is for Our goal at Packt is to help you be successful, in whatever it is you choose to do. The C++ Workshop is an ideal C++ tutorial for the C++ beginner ...
    Note: Online resource; Title from title page (viewed February 7, 2020) , Mode of access: World Wide Web.
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    Subtle Acts of Exclusion (2020)
    [Erscheinungsort nicht ermittelbar] : Berrett-Koehler Publishers | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This practical, accessible, nonjudgmental handbook is the first to help individuals and organizations recognize and prevent microaggressions so that all employees can feel a sense of belonging in their workplace. Our workplaces and society are growing more diverse, but are we supporting inclusive cultures? While overt racism, sexism, ableism, and other forms of discrimination are relatively easy to spot, we cannot neglect the subtler everyday actions that normalize exclusion. Many have heard the term microaggression, but not everyone fully understands what they are or how to recognize them and stop them from happening. In this book, Tiffany Jana and Michael Baran offer a clearer, more accessible term, subtle acts of exclusion, or SAEs, to emphasize the purpose and effects of these actions. After all, people generally aren't trying to be aggressive-usually they're trying to say something nice, learn more about a person, be funny, or build closeness. But whether in the form of exaggerated stereotypes, backhanded compliments, unfounded assumptions, or objectification, SAE are damaging to our coworkers, friends, and acquaintances. Jana and Baran give simple and clear tools to identify and address such acts, offering scripts and action plans for everybody involved: the subject, initiator, and observer. Knowing how to have these conversations in an open-minded, honest way will help us build trust and create stronger workplaces and healthier, happier people and communities.
    Note: Online resource; Title from title page (viewed March 10, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781523087075/?ar
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    Starting Kanban (2020)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 51 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Description Be the team everyone trusts. Overview Learn Kanban and master key strategies for improving the flow of work on your teams in this introductory video. Starting Kanban helps you find success in leading teams by bringing you inside the classroom, on to real teams, and into private sessions between Kanban's most celebrated experts. Enjoy access to world-class content and join a community of like-minded agilists who are pursuing mastery. About the Instructor Brendan Wovchko was the engineer-turned-manager you'd never want to work for-perpetually leaving a wake of distraction and disruption behind him. That is, until Kanban. Drawing from his experience as both a maker and a stakeholder, Brendan teaches that perfect leadership and flawless execution isn't a requirement to be the team that everyone trusts-it's mastering key strategies for improving the flow of work on your team. He is the founder of Huge IO, an Accredited Kanban Trainer, software entrepreneur, and community organizer. Skill Level Beginner Learn How To Unhide work Get organized Clarify priorities Stop overburdening Overcome gridlock Deliver predictability Collaborate effectively Communicate effectively Reduce emergencies Eliminate rework About HugeIO HugeIO is a company that teaches Kanban in the form of video courses, live workshops and Kanban games. It is an accredited training organization through Lean Kanban University, the global authority in Kanban education.
    Note: Online resource; Title from title screen (viewed February 7, 2020) , Mode of access: World Wide Web.
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    Spotlight on Data : Refactoring a Million-Line Codebase with Maude Lemaire (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: In late 2017, Slack's largest customers were plagued with relentless performance-related outages, due in part to the fact that public channels, private channels, and DMs were stored in completely distinct ways. Instead of shipping scrappy, short-term fixes, the company opted to address the root problem and completely refactor problematic functionality by consolidating any redundant database schemas. In this Spotlight on Data , Maude Lemaire explains how Slack succeeded by mapping out a precise plan that was careful to scope the effort to only its necessary components. Join in to learn real-world, successful techniques for modernizing your infrastructure from the ground up-live and in production. Recorded on November 18, 2019. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. In live conversations, participants share their questions and ideas while hearing the experts' unique perspectives, insights, fears, and predictions for the future. In every edition of Spotlight on Data , you'll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You'll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
    Note: Online resource; Title from title screen (viewed February 12, 2020) , Mode of access: World Wide Web.
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    Python for Finance Cookbook (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (432 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Solve common and not-so-common financial problems using Python libraries such as NumPy, SciPy, and pandas Key Features Use powerful Python libraries such as pandas, NumPy, and SciPy to analyze your financial data Explore unique recipes for financial data analysis and processing with Python Estimate popular financial models such as CAPM and GARCH using a problem-solution approach Book Description Python is one of the most popular programming languages used in the financial industry, with a huge set of accompanying libraries. In this book, you'll cover different ways of downloading financial data and preparing it for modeling. You'll calculate popular indicators used in technical analysis, such as Bollinger Bands, MACD, RSI, and backtest automatic trading strategies. Next, you'll cover time series analysis and models, such as exponential smoothing, ARIMA, and GARCH (including multivariate specifications), before exploring the popular CAPM and the Fama-French three-factor model. You'll then discover how to optimize asset allocation and use Monte Carlo simulations for tasks such as calculating the price of American options and estimating the Value at Risk (VaR). In later chapters, you'll work through an entire data science project in the financial domain. You'll also learn how to solve the credit card fraud and default problems using advanced classifiers such as random forest, XGBoost, LightGBM, and stacked models. You'll then be able to tune the hyperparameters of the models and handle class imbalance. Finally, you'll focus on learning how to use deep learning (PyTorch) for approaching financial tasks. By the end of this book, you'll have learned how to effectively analyze financial data using a recipe-based approach. What you will learn Download and preprocess financial data from different sources Backtest the performance of automatic trading strategies in a real-world setting Estimate financial econometrics models in Python and interpret their results Use Monte Carlo simulations for a variety of tasks such as derivatives valuation and risk assessment Improve the performance of financial models with the latest Python libraries Apply machine learning and deep learning techniques to solve different financial problems Understand the different approaches used to model financial time series data Who this book is for This book is for financial analysts, data analysts, and Python developers who want to learn how to implement a broad range of tasks in t...
    Note: Online resource; Title from title page (viewed January 31, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789618518/?ar
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    Python Feature Engineering Cookbook (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (372 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries Key Features Discover solutions for feature generation, feature extraction, and feature selection Uncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasets Implement modern feature extraction techniques using Python's pandas, scikit-learn, SciPy and NumPy libraries Book Description Feature engineering is invaluable for developing and enriching your machine learning models. In this cookbook, you will work with the best tools to streamline your feature engineering pipelines and techniques and simplify and improve the quality of your code. Using Python libraries such as pandas, scikit-learn, Featuretools, and Feature-engine, you'll learn how to work with both continuous and discrete datasets and be able to transform features from unstructured datasets. You will develop the skills necessary to select the best features as well as the most suitable extraction techniques. This book will cover Python recipes that will help you automate feature engineering to simplify complex processes. You'll also get to grips with different feature engineering strategies, such as the box-cox transform, power transform, and log transform across machine learning, reinforcement learning, and natural language processing (NLP) domains. By the end of this book, you'll have discovered tips and practical solutions to all of your feature engineering problems. What you will learn Simplify your feature engineering pipelines with powerful Python packages Get to grips with imputing missing values Encode categorical variables with a wide set of techniques Extract insights from text quickly and effortlessly Develop features from transactional data and time series data Derive new features by combining existing variables Understand how to transform, discretize, and scale your variables Create informative variables from date and time Who this book is for This book is for machine learning professionals, AI engineers, data scientists, and NLP and reinforcement learning engineers who want to optimize and enrich their machine learning models with the best features. Knowledge of machine learning and Python coding will assist you with understanding the concepts covered in this book.
    Note: Online resource; Title from title page (viewed January 22, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789806311/?ar
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    Practices of the Python Pro (2020)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (248 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Practices of the Python Pro teaches you to design and write professional-quality software that's understandable, maintainable, and extensible. Dane Hillard is a Python pro who has helped many dozens of developers make this step, and he knows what it takes. With helpful examples and exercises, he teaches you when, why, and how to modularize your code, how to improve quality by reducing complexity, and much more. Embrace these core principles, and your code will become easier for you and others to read, maintain, and reuse.
    Note: Online resource; Title from title page (viewed January 20, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781617296086/?ar
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    Practical Fairness (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (62 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessing to blackbox model audits. This book will guide you through the technical, legal, and ethical aspects of making your code fair and secure while highlighting cutting edge academic research and ongoing legal developments related to fairness and algorithms. There is mounting evidence that the widespread deployment of machine learning and artificial intelligence in business and government is reproducing the same biases we are trying to fight in the real world. For this reason, fairness is an increasingly important consideration for the data scientist. Yet discussions of what fairness means in terms of actual code are few and far between. This code will show you how to code fairly as well as cover basic concerns related to data security and privacy from a fairness perspective.
    Note: Online resource; Title from title page (viewed September 25, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Practical Synthetic Data Generation (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (175 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: One challenge with big data and other secondary analytics initiatives is getting access to large and diverse data. Secondary analytics allow insights beyond the questions that data initially collected can answer. This practical book introduces techniques for generating synthetic data-fake data generated from real data-that can provide secondary analytics to help you understand customer behaviors, develop new products, or generate new revenue. CTOs, CIOs, and directors of analytics will learn how synthetic data generation provides a way to make such data broadly available for secondary purposes while addressing many privacy concerns. Analysts will learn the principles and steps of synthetic data generation from real data sets. Business leaders will examine how synthetic data can help accelerate time to a solution.
    Note: Online resource; Title from title page (viewed July 25, 2020) , Mode of access: World Wide Web.
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    Mastering JavaScript Functional Programming - Second Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781839213069
    Language: English
    Pages: 1 online resource (470 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Explore the functional programming paradigm and the different techniques for developing better algorithms, writing more concise code, and performing seamless testing Key Features Explore this second edition updated to cover features like async functions and transducers, as well as functional reactive programming Enhance your functional programming (FP) skills to build web and server apps using JavaScript Use FP to enhance the modularity, reusability, and performance of apps Book Description Functional programming is a paradigm for developing software with better performance. It helps you write concise and testable code. To help you take your programming skills to the next level, this comprehensive book will assist you in harnessing the capabilities of functional programming with JavaScript and writing highly maintainable and testable web and server apps using functional JavaScript. This second edition is updated and improved to cover features such as transducers, lenses, prisms and various other concepts to help you write efficient programs. By focusing on functional programming, you'll not only start to write but also to test pure functions, and reduce side effects. The book also specifically allows you to discover techniques for simplifying code and applying recursion for loopless coding. Gradually, you'll understand how to achieve immutability, implement design patterns, and work with data types for your application, before going on to learn functional reactive programming to handle complex events in your app. Finally, the book will take you through the design patterns that are relevant to functional programming. By the end of this book, you'll have developed your JavaScript skills and have gained knowledge of the essential functional programming techniques to program effectively. What you will learn Simplify JavaScript coding using function composition, pipelining, chaining, and transducing Use declarative coding as opposed to imperative coding to write clean JavaScript code Create more reliable code with closures and immutable data Apply practical solutions to complex programming problems using recursion Improve your functional code using data types, type checking, and immutability Understand advanced functional programming concepts such as lenses and prisms for data access Who this book is for This book is for JavaScript developers who want to enhance their programming skills and build efficient web applications. Frontend and backend dev...
    Note: Online resource; Title from title page (viewed January 24, 2020) , Mode of access: World Wide Web.
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    Jump Start Web Performance (2020)
    [Erscheinungsort nicht ermittelbar] : SitePoint | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (141 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Despite working on the web every day, few developers have a good word to say about the monster they've created. Achingly slow sites with annoying overlays, cookie agreements, instant notifications, and obtrusive ads litter the web landscape. While there may be some excuses for complex web applications, there's little justification for sluggish content-based and ecommerce sites. People are notoriously impatient, and an unresponsive site receives fewer visitors and conversions. This practical, short book provides advice, tips, and best practice for improving website performance, ranging from quick, five-minute configuration changes to major website overhauls. We primarily concentrate on front-end activities and server configurations to optimize the code delivered to a browser. Some back-end tips are provided, but this is often specific to your application, framework, database, and usage patterns. Server-side performance can often be improved with additional or more powerful computing resources. Ideally, everyone involved in a project would consider performance from the start. Somewhat understandably, that rarely occurs, because no one can appreciate the speed of a website or application before it's been created. Many of the tips contained in this book can therefore be applied after your project has been delivered.
    Note: Online resource; Title from title page (viewed February 11, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781098122799/?ar
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    Introducing Algorithms in C : A Step by Step Guide to Algorithms in C (2020)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484256237
    Language: English
    Pages: 1 online resource (155 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Study elementary and complex algorithms with clear examples and implementations in C. This book introduces data types (simple and structured) and algorithms with graphical and textual explanations. In the next sections, you'll cover simple and complex standard algorithms with their flowcharts: everything is integrated with explanations and tables to give a step-by-step evolution of the algorithms. The main algorithms are: the sum of three or n numbers in a loop, decimal-to-binary conversion, maximum and minimum search, linear/sequential search, binary search, bubble sort, selection sort, merging of two sorted arrays, reading characters from a file, stack management, and factorial and Fibonacci sequences. The last section of Introducing Algorithms in C is devoted to the introduction of the C language and the implementation of the code, which is connected to the studied algorithms. The book is full of screenshots and illustrations showing the meaning of the code. What You Will Learn Implement algorithms in C Work with variables, constants, and primitive and structured types Use arrays, stacks, queues, graphs, trees, hash tables, records, and files Explore the design of algorithms Solve searching problems, including binary search, sorting, and bubble/selection sort Program recursive algorithms with factorial functions and Fibonacci sequences Who This Book Is For Primarily beginners: it can serve as a starting point for anyone who is beginning the study of computer science and information systems for the first time.
    Note: Online resource; Title from title page (viewed January 28, 2020) , Mode of access: World Wide Web.
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    Getting Started with Bazel (2020)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (45 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: One of the newer players in the build tool field is Bazel, the open source variant of Google's powerful internal build tool Blaze. After years of refinement, the first production-ready version, Bazel 1.0, was released in October 2019. Is this tool right for your organization? This report explores the use cases, features, and usability concerns of Bazel, including its benefits and shortcomings. Author Benjamin Muschko uses concrete Java-based examples to give you a first taste of Bazel's syntax and functionality. The report also covers advanced features like remote caching and execution. You'll be able to determine hands-on if Bazel is a good fit for your organization and come away with the knowledge and resources to start using this versatile, polyglot build tool for your project. Set up a Java-based project, compile the source code, and run the application Define dependencies on other packages and external libraries Perform automated tests for Java test code Extend Bazel's built-in capabilities by custom functionality Improve build performance and scalability through remote caching and execution Execute Bazel projects on continuous integration servers
    Note: Online resource; Title from title page (viewed March 25, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781492077107/?ar
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    Full Stack Development with JHipster - Second Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838824983
    Language: English
    Pages: 1 online resource (428 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Written by the core development team of JHipster and fully updated for JHipster 6, Java 11, and Spring Boot 2.1, this book will show you how to build modern web applications with real-world examples and best practices Key Features Build full stack applications with modern JavaScript frameworks such as Angular, React, and Vue.js Explore the JHipster microservices stack, which includes Spring Cloud, Netflix OSS, and the Elastic Stack Learn advanced local and cloud deployment strategies using Docker and Kubernetes Book Description JHipster is an open source development platform that allows you to easily create web apps and microservices from scratch without spending time on wiring and integrating different technologies. Updated to include JHipster 6, Java 11, Spring Boot 2.1, Vue.js, and Istio, this second edition of Full Stack Development with JHipster will help you build full stack applications and microservices seamlessly. You'll start by understanding JHipster and its associated tools, along with the essentials of full stack development, before building a monolithic web app. You'll then learn the JHipster Domain Language (JDL) with entity modeling using JDL-Studio. With this book, you'll create production-ready web apps using Spring Boot, Spring Framework, Angular, and Bootstrap, and run tests and set up continuous integration pipelines with Jenkins. As you advance, you'll learn how to convert your monoliths to microservices and how to package your application for production with various deployment options, including Heroku and Google Cloud. You'll also learn about Docker and Kubernetes, along with an introduction to the Istio service mesh. Finally, you'll build your client-side with React and Vue.js and discover JHipster's best practices. By the end of the book, you'll be able to leverage the best tools available to build modern web apps. What you will learn Create full stack apps from scratch using the latest features of JHipster 6 and Spring Boot 2.1 Build business logic by creating and developing entity models using JDL Understand how to convert a monolithic architecture into a full-fledged microservices architecture Build and package your apps for production using Docker Deploy your application to Google Cloud with Kubernetes Create continuous integration/continuous delivery pipelines with Jenkins Create applications using Angular, React, and Vue.js client-side frameworks Who this book is for This book is for full stack developers who wa...
    Note: Online resource; Title from title page (viewed January 23, 2020) , Mode of access: World Wide Web.
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    Digital Forensics and Incident Response - Second Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (448 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Build your organization's cyber defense system by effectively implementing digital forensics and incident management techniques Key Features Create a solid incident response framework and manage cyber incidents effectively Perform malware analysis for effective incident response Explore real-life scenarios that effectively use threat intelligence and modeling techniques Book Description An understanding of how digital forensics integrates with the overall response to cybersecurity incidents is key to securing your organization's infrastructure from attacks. This updated second edition will help you perform cutting-edge digital forensic activities and incident response. After focusing on the fundamentals of incident response that are critical to any information security team, you'll move on to exploring the incident response framework. From understanding its importance to creating a swift and effective response to security incidents, the book will guide you with the help of useful examples. You'll later get up to speed with digital forensic techniques, from acquiring evidence and examining volatile memory through to hard drive examination and network-based evidence. As you progress, you'll discover the role that threat intelligence plays in the incident response process. You'll also learn how to prepare an incident response report that documents the findings of your analysis. Finally, in addition to various incident response activities, the book will address malware analysis, and demonstrate how you can proactively use your digital forensic skills in threat hunting. By the end of this book, you'll have learned how to efficiently investigate and report unwanted security breaches and incidents in your organization. What you will learn Create and deploy an incident response capability within your own organization Perform proper evidence acquisition and handling Analyze the evidence collected and determine the root cause of a security incident Become well-versed with memory and log analysis Integrate digital forensic techniques and procedures into the overall incident response process Understand the different techniques for threat hunting Write effective incident reports that document the key findings of your analysis Who this book is for This book is for cybersecurity and information security professionals who want to implement digital forensics and incident response in their organization. You will also find the book helpful if you are new to the ...
    Note: Online resource; Title from title page (viewed January 29, 2020) , Mode of access: World Wide Web.
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    Deep Reinforcement Learning Hands-On - Second Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (826 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: New edition of the bestselling guide to deep reinforcement learning and how it's used to solve complex real-world problems. Revised and expanded to include multi-agent methods, discrete optimization, RL in robotics, advanced exploration techniques, and more Key Features Second edition of the bestselling introduction to deep reinforcement learning, expanded with six new chapters Learn advanced exploration techniques including noisy networks, pseudo-count, and network distillation methods Apply RL methods to cheap hardware robotics platforms Book Description Deep Reinforcement Learning Hands-On, Second Edition is an updated and expanded version of the bestselling guide to the very latest reinforcement learning (RL) tools and techniques. It provides you with an introduction to the fundamentals of RL, along with the hands-on ability to code intelligent learning agents to perform a range of practical tasks. With six new chapters devoted to a variety of up-to-the-minute developments in RL, including discrete optimization (solving the Rubik's Cube), multi-agent methods, Microsoft's TextWorld environment, advanced exploration techniques, and more, you will come away from this book with a deep understanding of the latest innovations in this emerging field. In addition, you will gain actionable insights into such topic areas as deep Q-networks, policy gradient methods, continuous control problems, and highly scalable, non-gradient methods. You will also discover how to build a real hardware robot trained with RL for less than $100 and solve the Pong environment in just 30 minutes of training using step-by-step code optimization. In short, Deep Reinforcement Learning Hands-On, Second Edition, is your companion to navigating the exciting complexities of RL as it helps you attain experience and knowledge through real-world examples. What you will learn Understand the deep learning context of RL and implement complex deep learning models Evaluate RL methods including cross-entropy, DQN, actor-critic, TRPO, PPO, DDPG, D4PG, and others Build a practical hardware robot trained with RL methods for less than $100 Discover Microsoft's TextWorld environment, which is an interactive fiction games platform Use discrete optimization in RL to solve a Rubik's Cube Teach your agent to play Connect 4 using AlphaGo Zero Explore the very latest deep RL research on topics including AI chatbots Discover advanced exploration techniques, including noisy networks and network di...
    Note: Online resource; Title from title page (viewed January 31, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781838826994/?ar
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    Cyber Minds (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (252 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Cyber Minds brings together an unrivalled panel of international experts who offer their insights into current cybersecurity issues in the military, business, and government. Key Features Explore the latest developments in cybersecurity Hear expert insight from the industry's top practitioners Dive deep into cyber threats in business, government, and military Book Description Shira Rubinoff's Cyber Minds brings together the top authorities in cybersecurity to discuss the emergent threats that face industries, societies, militaries, and governments today. With new technology threats, rising international tensions, and state-sponsored cyber attacks, cybersecurity is more important than ever. Cyber Minds serves as a strategic briefing on cybersecurity and data safety, collecting expert insights from sector security leaders, including: General Gregory Touhill, former Federal Chief Information Security Officer of the United States Kevin L. Jackson, CEO and Founder, GovCloud Mark Lynd, Digital Business Leader, NETSYNC Joseph Steinberg, Internet Security advisor and thought leader Jim Reavis, Co-Founder and CEO, Cloud Security Alliance Dr. Tom Kellerman, Chief Cybersecurity Officer for Carbon Black Inc and Vice Chair of Strategic Cyber Ventures Board Mary Ann Davidson, Chief Security Officer, Oracle Dr. Sally Eaves, Emergent Technology CTO, Global Strategy Advisor - Blockchain AI FinTech, Social Impact award winner, keynote speaker and author Dr. Guenther Dobrauz, Partner with PwC in Zurich and Leader of PwC Legal Switzerland Barmak Meftah, President, ATamp;T Cybersecurity Cleve Adams, CEO, Site 1001 (AI and big data based smart building company) Ann Johnson, Corporate Vice President - Cybersecurity Solutions Group, Microsoft Barbara Humpton, CEO, Siemens USA Businesses and states depend on effective cybersecurity. This book will help you to arm and inform yourself on what you need to know to keep your business - or your country - safe. What you will learn The threats and opportunities presented by AI How to mitigate social engineering and other human threats Developing cybersecurity strategies for the cloud Major data breaches, their causes, consequences, and key takeaways Blockchain applications for cybersecurity Implications of IoT and how to secure IoT services The role of security in cyberterrorism and state-sponsored cyber attacks Who this book is for This book is essential reading for business leaders, the C-Suite, board members, IT decision m...
    Note: Online resource; Title from title page (viewed January 13, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789807004/?ar
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  • 97
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    Coding for Beginners : You can Learn to Code! (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781800200401
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Experiment confidently and have fun with coding About This Video Learn to code with absolutely no prior knowledge or experience Build a solid foundation in writing code before you go on to master any coding language Understand the theory and pseudo coding and build your first app with Scratch and Python In Detail Coding for Beginners is the most beginner-friendly eLearning course for anyone looking to start coding! It doesn't matter if you've never even seen a line of computer code before - if you're interested or just wondering if you can learn to code, this is the course for you! This coding guide is designed as a generic, foundation-level course to help you grasp the common coding concepts that you'll apply in any programming language you choose to learn. You'll get a real head start before you advance to mastering a dedicated language and its syntax.
    Note: Online resource; Title from title screen (viewed January 31, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 98
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    AWS Certified Security - Specialty (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781838550103
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enable security as part of your AWS architecture and prepare your response to security events like a security professional. About This Video Covers specialized data classifications, data encryption methods, AWS security services, and mechanisms you can use to implement them and secure your production environment Make security operations and business-risk trade-off decisions with regards to cost, security, and deployment complexity when given a set of application requirements Covers domains including Incident Response, Logging and Monitoring, Infrastructure Security, Identity and Access Management, and Data Protection In Detail The AWS Certified Security - Specialty certification gives AWS architects not only essential know-how, but also a strong foundation on which to build security into AWS architectures at every level. This course will teach you to apply security at all AWS layers, including encrypting and protecting data at rest and in transit and how to prepare for (and respond to) security events. In this course, you'll learn how to secure your data and your AWS services/resources at multiple levels using a defense-in-depth approach. You'll learn how to protect your AWS credentials and resources using Identity and Access Management. You'll capture and analyze logs using CloudTrail, CloudWatch, and Athena. Finally, you'll learn how to implement network and instance security, encrypt data at rest and in transit and set up data backup, replication, and recovery. By the end of this course, you'll be ready to control access to your AWS resources granularly. You will develop the skills to ace the exam for the Security Solutions certification. If you're a cloud professional wanting to ace the AWS Certified Security - Specialty certification, or a cloud professional looking to build security layers into every AWS deployment to protect data at rest and in transit, then this course will be your go-to resource to achieve success.
    Note: Online resource; Title from title screen (viewed January 31, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 99
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    Artificial Intelligence with Python - Second Edition (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (618 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: New edition of the bestselling guide to artificial intelligence with Python, updated to Python 3.x and TensorFlow 2, with seven new chapters that cover RNNs, AI & Big Data, fundamental use cases, chatbots, and more. Key Features Completely updated and revised to Python 3.x and TensorFlow 2 New chapters for AI on the cloud, recurrent neural networks, deep learning models, and feature selection and engineering Learn more about deep learning algorithms, machine learning data pipelines, and chatbots Book Description Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x and TensorFlow 2. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your own applications. This edition also includes seven new chapters on more advanced concepts of Artificial Intelligence, including fundamental use cases of AI; machine learning data pipelines; feature selection and feature engineering; AI on the cloud; the basics of chatbots; RNNs and DL models; and AI and Big Data. Finally, this new edition explores various real-world scenarios and teaches you how to apply relevant AI algorithms to a wide swath of problems, starting with the most basic AI concepts and progressively building from there to solve more difficult challenges so that by the end, you will have gained a solid understanding of, and when best to use, these many artificial intelligence techniques. What you will learn Understand what artificial intelligence, machine learning, and data science are Explore the most common artificial intelligence use cases Learn how to build a machine learning pipeline Assimilate the basics of feature selection and feature engineering Identify the differences between supervised and unsupervised learning Discover the most recent advances and tools offered for AI development in the cloud Develop automatic speech recognition systems and chatbots Apply AI algorithms to time series data Who this book is for The intended audience for this book is Python developers who want to build real-world Artificial Intelligence applications. Basic Python programming experience and awareness of machine learning concepts and techniques is mandatory.
    Note: Online resource; Title from title page (viewed January 31, 2020) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 100
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    Application Development with Qt Creator (2020)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (426 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Explore Qt Creator, Qt Quick, and QML to design and develop applications that work on desktop, mobile, embedded, and IoT platforms Key Features Build a solid foundation in Qt by learning about its core classes, multithreading, File I/O, and networking Learn GUI programming and build custom interfaces using Qt Widgets, Qt Designer, and QML Use the latest features of C++17 for improving the performance of your Qt applications Book Description Qt is a powerful development framework that serves as a complete toolset for building cross-platform applications, helping you reduce development time and improve productivity. Completely revised and updated to cover C++17 and the latest developments in Qt 5.12, this comprehensive guide is the third edition of Application Development with Qt Creator. You'll start by designing a user interface using Qt Designer and learn how to instantiate custom messages, forms, and dialogues. You'll then understand Qt's support for multithreading, a key tool for making applications responsive, and the use of Qt's Model-View-Controller (MVC) to display data and content. As you advance, you'll learn to draw images on screen using Graphics View Framework and create custom widgets that interoperate with Qt Widgets. This Qt programming book takes you through Qt Creator's latest features, such as Qt Quick Controls 2, enhanced CMake support, a new graphical editor for SCXML, and a model editor. You'll even work with multimedia and sensors using Qt Quick, and finally develop applications for mobile, IoT, and embedded devices using Qt Creator. By the end of this Qt book, you'll be able to create your own cross-platform applications from scratch using Qt Creator and the C++ programming language. What you will learn Create programs from scratch using the Qt framework and C++ language Compile and debug your Qt Quick and C++ applications using Qt Creator Implement map view with your Qt application and display device location on the map Understand how to call Android and iOS native functions from Qt C++ code Localize your application with Qt Linguist Explore various Qt Quick components that provide access to audio and video playbacks Develop GUI applications using both Qt and Qt Quick Who this book is for If you are a beginner looking to harness the power of Qt and the Qt Creator framework for cross-platform development, this book is for you. Although no prior knowledge of Qt and Qt Creator is required, basic knowledge of C++ programmin...
    Note: Online resource; Title from title page (viewed January 31, 2020) , Mode of access: World Wide Web.
    URL: https://learning.oreilly.com/library/view/-/9781789951752/?ar
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