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  • MPI Ethno. Forsch.  (8,009)
  • GBV  (52)
  • Safari, an O’Reilly Media Company  (3,907)
  • World Bank  (3,146)
  • Electronic Text Center  (970)
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  • 1
    Language: English
    Pages: ill , 30 cm
    DDC: 304.6/32/0962
    Keywords: Fertility ; Egypt ; Egypt ; Population ; Birth control ; Egypt
    Note: World Fertility Survey, International Statistical Institute , This project was conducted as part of the World Fertility Survey and with the collaboration of the World Bank"--T.p. verso , Includes bibliographical references
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  • 2
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (275 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. You’ll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus on developing new models rather than maintaining legacy systems. Data scientists, machine learning engineers, and DevOps engineers will discover how to go beyond model development to successfully productize their data science projects, while managers will better understand the role they play in helping to accelerate these projects. The book also explores new approaches for integrating data privacy into machine learning pipelines. Understand the machine learning management lifecycle Implement data pipelines with Apache Airflow and Kubeflow Pipelines Work with data using TensorFlow tools like ML Metadata, TensorFlow Data Validation, and TensorFlow Transform Analyze models with TensorFlow Model Analysis and ship them with the TFX Model Pusher Component after the ModelValidator TFX Component confirmed that the analysis results are an improvement Deploy models in a variety of environments with TensorFlow Serving, TensorFlow Lite, and TensorFlow.js Learn methods for adding privacy, including differential privacy with TensorFlow Privacy and federated learning with TensorFlow Federated Design model feedback loops to increase your data sets and learn when to update your machine learning models
    Note: Online resource; Title from title page (viewed August 25, 2020)
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  • 4
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 5
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 6
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 7
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 8
    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
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  • 9
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 10
    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
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  • 11
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 12
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 13
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 14
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 15
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 16
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 17
    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
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  • 18
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 19
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 20
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 21
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 22
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 23
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 24
    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
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  • 25
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 26
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 27
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 28
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 29
    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
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  • 30
    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
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  • 31
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 32
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 33
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 34
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 35
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 36
    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
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  • 37
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 38
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 39
    Online Resource
    Online Resource
    Washington, D.C : The World Bank
    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
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  • 40
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With Early Release ebooks, you get books in their earliest form—the authors' raw and unedited content as they write—so you can take advantage of these technologies long before the official release of these titles. This book will enable you to apply graph thinking to solve complex problems. If you want to learn how to build architectures for extracting value for your domain’s complex problems, then this book is for you. You’ll learn how to think about your data as a graph, and how to determine if graph technology is right for your application. The book describes techniques for scalable, real-time, and multimodel architectures that solve complex problems, and shows how companies are successfully applying graph thinking in distributed production environments. Authors Denise Koessler Gosnell and Matthias Broecheler also introduce the Graph Schema Language, a set of terminology and visual illustrations to normalize how graph practitioners communicate conceptual graph models, graph schema, and graph database design.
    Note: Online resource; Title from title page (viewed April 25, 2020)
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  • 41
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Early system administration required in-depth knowledge of a variety of services on individual systems. Now, the job is increasingly complex and different from one company to the next with an ever-growing list of technologies and third-party services to integrate. How does any one individual stay relevant in systems and services? This practical guide helps anyone in operations—sysadmins, automation engineers, IT professionals, and site reliability engineers—understand the essential concepts of the role today. Collaboration, automation, and the evolution of systems change the fundamentals of operations work. No matter where you are in your journey, this book provides you the information to craft your path to advancing essential system administration skills. Author Jennifer Davis provides examples of modern practices and tools with recommended materials to advance your skills. Topics include: Development and testing: Version control, fundamentals of virtualization and containers, testing, and architecture reviewDeploying and configuring services: Infrastructure management, networks, security, storage, serverless, and release managementScaling administration: Monitoring and observability, capacity planning, log management and analysis, and security and compliance
    Note: Online resource; Title from title page (viewed July 25, 2020)
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  • 42
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (94 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you want to build an enterprise-quality application that uses natural language text, but aren’t sure where to begin or what tools to use, this practical guide will help get you started. You’ll explore special concerns for developing text-based applications, such as performance. Alex Thomas, data scientist at Indeed, shows software engineers and data scientists how to build scalable NLP applications using deep learning and the Apache Spark NLP library. Through concrete examples, practical and theoretical explanations, and hands-on exercises for using NLP on the Spark processing framework, this book teaches you everything from NLP basics to applications of powerful modern techniques. Process text in a distributed environment using Spark NLP, a production-ready library for NLP built on Spark Create, tune, and deploy your own word embeddings Adapt your NLP applications to multiple languages Use text in machine learning and deep learning Learn why these techniques work from a machine learning, linguistic, and practical point of view
    Note: Online resource; Title from title page (viewed July 25, 2020)
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  • 43
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (52 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With a new generation of services and frameworks, frontend and mobile developers can use their existing skill set to build full stack applications by leveraging the cloud. Developers can build robust applications with production-ready features such as authentication, APIs, data layers, machine learning, chatbots, and AR scenes more easily than ever by taking advantage of these new serverless and cloud technologies. This practical guide explains how. Nader Dabit, developer advocate at Amazon Web Services, shows developers how to build full stack applications using React, AWS, GraphQL, and the Amplify Framework. You’ll learn how to create and incorporate services into your client applications while exploring general best practices, deployment strategies, continuous integration and delivery, and rich media management along the way. Learn how to build applications that solve real problems Understand what is (and isn’t) possible when using these technologies Examine how authentication works—and learn the difference between authentication and authorization Discover how serverless functions work and why they’re important Use GraphQL in your application—and learn why it’s important Learn how to build full stack applications on AWS
    Note: Online resource; Title from title page (viewed November 25, 2020)
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  • 44
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Every day, companies struggle to scale critical applications. As traffic volume and data demands increase, these applications become more complicated and brittle, exposing risks and compromising availability. And with the popularity of software as a service, scaling has never been more important. Updated with an expanded focus on modern architecture paradigms such as microservices and cloud computing, this practical guide provides techniques for building systems that can handle huge quantities of traffic, data, and demand without affecting the quality your customers expect. Author Lee Atchison shows architects, managers, and directors in both engineering andoperations organizations how to build applications at scale that run more smoothly and reliably and meet the needs of your customers. See how scaling affects the availability of your services, why that matters, and how to improve it Dive into a modern service-based application architecture that ensures high availability and reduces the effects of service failures Explore the Single Team Owned Service Architecture paradigm (STOSA)—a model for scaling your development organization as your application scales Understand, measure, and mitigate risk in your systems Use the cloud to build highly scalable applications
    Note: Online resource; Title from title page (viewed June 25, 2020)
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  • 45
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: With Early Release ebooks, you get books in their earliest form—the author's raw and unedited content as he or she writes—so you can take advantage of these technologies long before the official release of these titles. JavaScript is the little scripting language that could. Once used chiefly to add interactivity to web browser windows, JavaScript is now a primary building block of powerful and robust applications. In this practical book, new and experienced JavaScript developers will learn how to use this language to create APIs as well as web, mobile, and desktop applications. Author and engineering leader Adam D. Scott covers technologies such as Node.js, GraphQL, React, and React Native. Ideal for developers who want to build full stack applications and web development beginners looking to bootstrap a startup, this book shows you how to create a single CRUD-style application that will work across several platforms. Explore GraphQL's simple process for querying data Learn about shared authentication for APIs, web apps, and native applications Build universal web applications with React and Next.js that perform and render on the server Use React Native to write cross-platform applications for iOS and Android that compile to native code Learn how to write desktop applications with Electron
    Note: Online resource; Title from title page (viewed March 25, 2020)
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  • 46
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (51 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: While many resources for network and IT security are available, detailed knowledge regarding modern web application security has been lacking—until now. This practical guide provides both defensive and offensive security concepts that software engineers can easily learn and apply. Andrew Hoffman, a product security lead at Salesforce.com, introduces three pillars of web application security: recon, offense, and defense. You’ll learn methods for effectively researching and analyzing modern web applications—including those you don’t have direct access to. You’ll also learn how to apply countermeasures to your own applications in order to prevent or mitigate risk from hackers. Ideal as a reference guide or educational text, this book helps you: Explore common vulnerabilities that plague today's web applications Learn essential hacking techniques that attackers use for exploiting applications Map and document web applications for which you do not have direct access Hack your application by applying the OWASP 10 exploits and other attacks Learn how to code your application to protect against the attacks you’ve identified Get practical tips to help you improve the overall security of your web products Develop and deploy your own customized exploits that can bypass many defenses
    Note: Online resource; Title from title page (viewed June 25, 2020)
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  • 47
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Berrett-Koehler Publishers | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This book presents a new approach to risk management that enables executives to think systematically and strategically about future risks and deal proactively with threats to their competitive advantages in an ever more volatile, uncertain, complex, and ambiguous world. Organizations typically manage risks through traditional tools such as insurance and risk mitigation; some employ enterprise risk management, which looks at risk holistically throughout the organization. But these tools tend to focus organizational attention on past actions and compliance. Executives need to tackle risk head-on as an integral part of their strategic planning process, not by looking in the rearview mirror. Strategic Risk Management (SRM) is a forward-looking approach that helps teams anticipate events or exposures that fundamentally threaten or enhance a firm's position. The authors, experts in both business strategy and risk management, define strategic risks and show how they differ from operational risks. They offer a road map that describes architectural elements of SRM (knowledge, principles, structures, and tools) to show how leaders can integrate them to effectively design and implement a future-facing SRM program. SRM gives organizations a competitive advantage over those stuck in outdated risk management practices. For the first time, it enables them to look squarely out the front windshield.
    Note: Online resource; Title from title page (viewed January 21, 2020)
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  • 48
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (451 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Much has changed in technology over the past decade. Data is hot, the cloud is ubiquitous, and many organizations need some form of automation. Throughout all these transformations, Python has become one of the most popular languages in the world. This practical guide shows you how to use Python for everyday Linux systems administration tasks with today’s most useful DevOps tools, including Docker, Kubernetes, and Terraform. Learning how to interact and automate with Linux is an essential skill for millions of professionals. Python makes it much easier. With this book, you’ll learn how to develop software and solve problems using containers, as well as how to monitor, instrument, load-test, and operationalize your software. If you’re looking for effective ways to "get stuff done" in Python, this is your guide. Automate several tasks using Python Work more efficiently by using a smaller subset of the language Use continuous integration systems to increase software quality Mix shell and Python commands to solve problems
    Note: Online resource; Title from title page (viewed January 3, 2020)
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  • 49
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Serverless is a revolution in the way organizations build and deploy software. With this hands-on guide, Java engineers will learn how to use their language experience in the new world of serverless computing. You’ll discover how this cloud computing model can drastically reduce the complexity in developing and operating applications while reducing costs and time to market. Engineering leaders John Chapin and Mike Roberts guide you through the process of developing serverless applications using AWS Lambda, Amazon’s event-driven, serverless computing platform. You’ll learn how to prepare the development environment, program Lambda functions, and deploy and operate your serverless software. Chapters includes exercises to help you through each aspect of the process. Get an introduction to serverless, functions-as-a-service, and AWS Lambda Learn how to deploy working Lambda functions to the cloud Program Lambda functions and learn how to get data in and out Build and package Java-based Lambda code and dependencies Create serverless applications by building a serverless API and data pipeline Test your serverless applications using automated techniques Apply advanced techniques to build production-ready applications
    Note: Online resource; Title from title page (viewed February 25, 2020)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (87 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, the updated edition of this practical guide, expanded and enhanced for Python 3, helps you gain a deeper understanding of Python’s implementation. You’ll learn how to locate performance bottlenecks and significantly speed up your code in high-data-volume programs. How can you take advantage of multicore architectures or clusters? Or build a system that can scale up and down without losing reliability? Experienced Python programmers and students alike will learn concrete solutions to these and other issues, along with war stories from companies that use high-performance Python for social media analytics, productionized machine learning, and other situations. Get a better grasp of NumPy, Cython, and profilers Learn how Python abstracts the underlying computer architecture Understand performant pandas Use profiling to find bottlenecks in CPU time and memory usage Write efficient programs by choosing appropriate data structures Speed up matrix, vector, and even tensor computations Use tools to compile Python down to machine code, on CPUs and GPUs Manage multiple I/O and computational operations concurrently Convert multiprocessing code to run on a local or remote cluster Deploy code faster using tools like Docker Solve large problems while using less RAM Get real-life stories and lessons from Python programmers
    Note: Online resource; Title from title page (viewed June 25, 2020)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (66 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you’ll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This third edition—updated for Cassandra 4.0—provides the technical details and practical examples you need to put this database to work in a production environment. Authors Jeff Carpenter and Eben Hewitt demonstrate the advantages of Cassandra’s nonrelational design, with special attention to data modeling. If you’re a developer, DBA, or application architect looking to solve a database scaling issue or future-proof your application, this guide helps you harness Cassandra’s speed and flexibility. Understand Cassandra’s distributed and decentralized structure Use the Cassandra Query Language (CQL) and cqlsh—the CQL shell Create a working data model and compare it with an equivalent relational model Develop sample applications using client drivers for languages including Java, Python, and Node.js Explore cluster topology and learn how nodes exchange data
    Note: Online resource; Title from title page (viewed July 25, 2020)
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  • 52
    Language: English
    Pages: 1 online resource (600 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Can a system ever truly be considered reliable if it isn't fundamentally secure? In two previous O'Reilly books, experts from Google showed how reliability is fundamental to service design. Site Reliability Engineering and The Site Reliability Workbook demonstrated how and why a commitment to the entire service lifecycle enables organizations to successfully build, deploy, monitor, and maintain software systems. Security is also crucial to the design and operation of scalable systems in production, as it plays an important part in product quality, performance, reliability, and availability. In a world where most products are connected to the internet, and with cloud technologies and machine learning becoming more prevalent, enabling security by default is increasingly important. This book shares best practices to help an organization of any size design scalable and reliable systems that are fundamentally secure. It also offers insights into how teams across an organization can collaborate on security and reliability. Specifically, you'll learn about: Design Strategies Implementation and Operations Preparing for the Worst: Detection and Response Scaling Security and the Organization
    Note: Online resource; Title from title page (viewed March 25, 2020)
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  • 53
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (150 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Operators are a way of packaging, deploying, and managing Kubernetes applications. A Kubernetes application doesn’t just run on Kubernetes; it’s composed and managed in Kubernetes terms. Operators add application-specific operational knowledge to a Kubernetes cluster, making it easier to automate complex, stateful applications and to augment the platform. Operators can coordinate application upgrades seamlessly, react to failures automatically, and streamline repetitive maintenance like backups. Think of Operators as site reliability engineers in software. They work by extending the Kubernetes control plane and API, helping systems integrators, cluster administrators, and application developers reliably deploy and manage key services and components. Using real-world examples, authors Jason Dobies and Joshua Wood demonstrate how to use Operators today and how to create Operators for your applications with the Operator Framework and SDK. Learn how to establish a Kubernetes cluster and deploy an Operator Examine a range of Operators from usage to implementation Explore the three pillars of the Operator Framework: the Operator SDK, the Operator Lifecycle Manager, and Operator Metering Build Operators from the ground up using the Operator SDK Build, package, and run an Operator in development, testing, and production phases Learn how to distribute your Operator for installation on Kubernetes clusters
    Note: Online resource; Title from title page (viewed March 25, 2020)
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  • 54
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (350 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Most applications today are distributed in some fashion. Monitoring the health and performance of these distributed architectures requires a new approach. Enter distributed tracing, a method of profiling and monitoring applications—especially those that use microservice architectures. There’s just one problem: distributed tracing can be hard. But it doesn’t have to be. With this practical guide, you’ll learn what distributed tracing is and how to use it to understand the performance and operation of your software. Key players at LightStep walk you through instrumenting your code for tracing, collecting the data that your instrumentation produces, and turning it into useful, operational insights. If you want to start implementing distributed tracing, this book tells you what you need to know. You’ll learn: The pieces of a distributed tracing deployment: Instrumentation, data collection, and delivering value Best practices for instrumentation (the methods for generating trace data from your service) How to deal with or avoid overhead, costs, and sampling How to work with spans (the building blocks of request-based distributed traces) and choose span characteristics that lead to valuable traces Where distributed tracing is headed in the future
    Note: Online resource; Title from title page (viewed June 25, 2020)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (37 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Learn how to build a serverless real-world application in the cloud that’s reliable, secure, maintainable, and can handle millions of users. If you have experience building traditional web applications, this practical guide shows you how to get started with serverless. Cloud engineer Wietse Venema takes you through the steps necessary to build serverless applications with Cloud Run, a container-based serverless platform on Google Cloud. Through the course of the book, you’ll learn how to become productive with serverless technology. You will build and explore several example applications that highlight different parts of the serverless stack, using (light) frontend technology and Go on the back end. You can also follow the lessons in the book using your own project on Google Cloud Platform. You’ll learn how to: Build a serverless application with Google’s Cloud Run and Firestore Approach testing and development Handle user management and authentication Combine serverless with a traditional relational database Run and monitor production services Integrate your application with external APIs
    Note: Online resource; Title from title page (viewed July 25, 2020)
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  • 56
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The future will be increasingly decentralized. As the publicity surrounding bitcoin and blockchain has shown, decentralized technology and distributed business models are already popular. Yet the disruptive potential of this technology is obscured by hype and misconceptions in equal measure. In this detailed guide, Lorne Lantz and Daniel Cawrey distill the complex ideas behind blockchain into an easily digestible reference that shows what is really going on under the hood. Finance and technology professionals will learn how a blockchain works as they explore the evolution and current state of cryptocurrencies, and the function of smart contracts. If you’re evaluating whether to invest your time in the cryptocurrency and blockchain industry, this book is for you. Get beyond the buzzwords and discover what the technology has to offer. Learn why Bitcoin was fundamentally important to the birth of blockchain Explore altcoin and altchain successes and failures, to see what can be done with blockchains and cryptocurrencies Understand the challenges of scaling a blockchain and forking a blockchain project See what Ethereum offers beyond Bitcoin Examine how the money flows in crypto markets Discover why, how, and where governments are intervening in the cryptocurrency and blockchain industry Understand the perspectives of real-world practitioners in the space
    Note: Online resource; Title from title page (viewed October 25, 2020)
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  • 57
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (210 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: How can startups successfully scale customer acquisition and revenue growth with a lean team? Out-of-the-box acquisition solutions from Facebook, Google, and others provide a good start, but the companies that can tailor those solutions to meet their specific needs, objectives, and goals will come out winners. With this practical book, author Lomit Patel shows you how to use AI and machine learning (ML) to provide an operational layer atop those acquisition solutions to deliver meaningful results for your company. You’ll learn how to adapt, customize, and personalize cross-channel user journeys to help your company attract and maintain customers. Learn how AI and ML can support the customer acquisition efforts of a lean startup Dive into Customer Acquisition 3.0, an initiative for gaining and retaining customers Explore ways to use ML for marketing purposes Understand the key metrics for determining the growth of your startup Determine the right strategy to foster user acquisition in your company Manage the increased complexity and risk inherent in AI projects
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (600 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local
    Abstract: Java continues to grow and evolve, and this Cookbook continues to evolve in tandem. This book helps to get you up to speed right away with hundreds of hands-on recipes across a broad range of Java topics. You’ll learn useful techniques for everything from string handling and functional programming to network communication. Each recipe includes self-contained code solutions that you can freely use, along with a discussion of how and why they work. If you are familiar with the basics of the Java language, this cookbook will bolster your knowledge of the language in general and its many recent changes and how to apply them in your day-to-day development. Recipes include: Methods for compiling, running, and debugging “Packaging” Java classes and building applications Manipulating, comparing, and rearranging text Regular expressions for string- and pattern-matching Handling numbers, dates, and times Structuring data with collections, arrays, and other types Object-oriented and functional programming techniques Input/Output, Directory and filesystem operations Network programming on both client and server Processing JSON for data interchange Multithreading and concurrency Using Java in Big Data applications Interfacing Java with other languages The 4th Edition of this book has been updated to cover changes through Java 12 and includes new recipes for Big Data and data science.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (232 pages)
    Edition: 7th edition
    Keywords: Electronic books ; local
    Abstract: For web developers and other programmers interested in using JavaScript, this bestselling book provides the most comprehensive JavaScript reference section on the market. The seventh edition represents a significant update, with new material for ECMAScript 2017 (ES8), and new chapters on language-specific features. JavaScript: The Definitive Guide is ideal for experienced programmers who want to learn the programming language of the web, and for current JavaScript programmers who want to master it.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (450 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Coding and testing are generally considered separate areas of expertise. In this practical book, Java expert Scott Oaks takes the approach that anyone who works with Java should be equally adept at understanding how code behaves in the Java Virtual Machine—including the tunings likely to help performance. This updated second edition helps you gain in-depth knowledge of Java application performance using both the JVM and the Java platform. Developers and performance engineers alike will learn a variety of features, tools, and processes for improving the way Java 8 and 11 LTS releases perform. While the emphasis is on production-supported releases and features, this book also features previews of exciting new technologies such as ahead-of-time compilation and experimental garbage collections. Understand how various Java platforms and compilers affect performance Learn how Java garbage collection works Apply four principles to obtain best results from performance testing Use the JDK and other tools to learn how a Java application is performing Minimize the garbage collector’s impact through tuning and programming practices Tackle performance issues in Java EE and SE APIs Improve Java-driven database application performance
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (800 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Want to create devices that interact with the physical world? This cookbook is perfect for anyone who wants to experiment with the popular Arduino microcontroller and programming environment. You’ll find more than 200 tips and techniques for building a variety of objects and prototypes such as IoT solutions, environmental monitors, location and position-aware systems, and products that can respond to touch, sound, heat, and light. You don’t need to have mastered Arduino or programming to get started. Updated for the Arduino 1.5 release, the recipes in this third edition include practical examples and guidance to help you begin, expand, and enhance your projects right away—whether you’re an engineer, designer, artist, student, or hobbyist. Get up to speed on the Arduino board and essential software concepts quickly Learn basic techniques for reading digital and analog signals Use Arduino with a variety of popular input devices and sensors Drive visual displays, generate sound, and control several types of motors Interact with devices that use remote controls, including TVs and appliances Learn techniques for handling time delays and time measurement Apply advanced coding and memory-handling techniques
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (300 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Data is getting bigger, arriving faster, and coming in varied formats—and it all needs to be processed at scale for analytics or machine learning. How can you process such varied data workloads efficiently? Enter Apache Spark. Updated to emphasize new features in Spark 2.x., this second edition shows data engineers and scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine-learning algorithms. Through discourse, code snippets, and notebooks, you’ll be able to: Learn Python, SQL, Scala, or Java high-level APIs: DataFrames and Datasets Peek under the hood of the Spark SQL engine to understand Spark transformations and performance Inspect, tune, and debug your Spark operations with Spark configurations and Spark UI Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka Perform analytics on batch and streaming data using Structured Streaming Build reliable data pipelines with open source Delta Lake and Spark Develop machine learning pipelines with MLlib and productionize models using MLflow Use open source Pandas framework Koalas and Spark for data transformation and feature engineering
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (58 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als Yablonski, Jon Laws of UX
    RVK:
    Keywords: Electronic books ; local ; Webdesign ; Gebrauchsgrafik ; Mensch-Maschine-Kommunikation ; Benutzerfreundlichkeit ; Verhaltenspsychologie
    Abstract: Every designer today should learn the fundamentals of psychology. Instead of forcing users to conform to a product design or experience, designers need to learn how users behave and interact with various digital interfaces. This guide provides some key principles from psychology to help you design more intuitive, human-centered products and experiences. Humans have an underlying blueprint for how we perceive and process the world around us, and through simple lessons in psychology, this guide will help you define this blueprint.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (280 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: As Python continues to grow in popularity, projects are becoming larger and more complex. Many Python developers are now taking an interest in high-level software architecture patterns such as hexagonal/clean architecture, event-driven architecture, and strategic patterns prescribed by domain-driven design (DDD). But translating those patterns into Python isn’t always straightforward. With this practical guide, Harry Percival and Bob Gregory from MADE.com introduce proven architectural design patterns to help Python developers manage application complexity. Each pattern is illustrated with concrete examples in idiomatic Python that explain how to avoid some of the unnecessary verbosity of Java and C# syntax. You’ll learn how to implement each of these patterns in a Pythonic way. Architectural design patterns include: Dependency inversion, and its links to ports and adapters (hexagonal/clean architecture) Domain-driven design’s distinction between entities, value objects, and aggregates Repository and Unit of Work patterns for persistent storage Events, commands, and the message bus Command Query Responsibility Segregation (CQRS) Event-driven architecture and reactive microservices
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (250 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Learn the skills necessary to design, build, and deploy applications powered by machine learning. Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers with little or no ML experience will learn the tools, best practices, and challenges involved in building a real-world ML application step-by-step. Author Emmanuel Ameisen, who worked as a data scientist at Zipcar and led Insight Data Science’s AI program, demonstrates key ML concepts with code snippets, illustrations, and screenshots from the book’s example application. The first part of this guide shows you how to plan and measure success for an ML application. Part II shows you how to build a working ML model, and Part III explains how to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you: Determine your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML model and address performance bottlenecks Deploy and monitor models in a production environment
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (150 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you’re among the Python developers put off by Asyncio’s complexity, it’s time to take another look. Asyncio is complicated because it aims to solve problems in concurrent network programming for both framework developers and end-user developers like you. The features you need to consider are a small subset of the whole Asyncio API, but picking out the right features is the tricky part. That’s where this practical book comes in. Veteran Python developer Caleb Hattingh helps end-user developers gain a basic understanding of Asyncio’s building blocks—enough to get you started writing simple event-based programs. You’ll learn why Asyncio offers a safer alternative to preemptive multitasking (threading) and how this API provides a simple way to support thousands of simultaneous socket connections. Get a critical comparison of Asyncio and threading for concurrent network programming Take an Asyncio walkthrough, including a quickstart guide to help you hit the ground looping with event-based programming Learn the difference between Asyncio features for end-user developers and those for framework developers Understand Asyncio’s new async/await language syntax, including coroutines and task and future APIs Get detailed case studies (with code) of some popular Asyncio-compatible third-party libraries
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (200 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Threat modeling is one of the most essential—and most misunderstood—parts of the development lifecycle. Whether you’re a security practitioner or application developer, this book will help you gain a better understanding of core concepts and how to apply them to your practice to protect your systems from threats. Authors Izar Tarandach and Matthew Coles walk you through the myriad ways to approach and execute threat modeling. Contrary to popular belief, the process takes neither incredibly advanced security knowledge nor an unmanageable amount of effort. But it’s critical for spotting and addressing potential concerns in a cost-effective way before the code’s written and it’s too late to find a solution. Find out why threat modeling is important and how it can make you and your team better, more well-rounded architects and developers Learn the most effective ways to integrate threat modeling into your development lifecycle Use the results of a threat modeling exercise on other aspects of the system lifecycle
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    [Erscheinungsort nicht ermittelbar] : Sams | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Sams Teach Yourself SQL in 10 Minutes offers straightforward, practical answers when you need fast results. By working through the book’s 22 lessons of 10 minutes or less, you’ll learn what you need to know to take advantage of the SQL language. Lessons cover IBM DB2, Microsoft SQL Server and SQL Server Express, MariaDB, MySQL, Oracle and Oracle express, PostgreSQL, and SQLite. Full-color code examples help you understand how SQL statements are structured Tips point out shortcuts and solutions Cautions help you avoid common pitfalls Notes explain additional concepts, and provide additional information 10 minutes is all you need to learn how to… Use the major SQL statements Construct complex SQL statements using multiple clauses and operators Retrieve, sort, and format database contents Pinpoint the data you need using a variety of filtering techniques Use aggregate functions to summarize data Join two or more related tables Insert, update, and delete data Create and alter database tables Work with views, stored procedures, and more
    Note: Online resource; Title from title page (viewed January 8, 2020)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (540 pages)
    Edition: 4th edition
    Keywords: Electronic books ; local
    Abstract: Why is PHP the most widely used programming language on the web? This updated edition teaches everything you need to know to create effective web applications using the latest features in PHP 7.3. You’ll start with the big picture and then dive into language syntax, programming techniques, and other details, using examples that illustrate both correct usage and common idioms. If you have a working knowledge of HTML and CSS, authors Kevin Tatroe and Peter MacIntyre provide style tips and practical programming advice in a clear, concise manner to help you become a top-notch PHP programmer. Get an overview of what’s possible when you use PHP programs Learn language fundamentals, including data types, variables, operators, and flow control statements Explore functions, strings, arrays, and objects Apply common web application techniques, such as form processing, data validation, session tracking, and cookies Interact with relational databases like MySQL or NoSQL databases such as MongoDB Generate dynamic images, create PDF files, and parse XML files Learn secure scripts, error handling, performance tuning, and other advanced topics Get a quick reference to PHP core functions and standard extensions
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (93 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this practical guide—now including examples in Python as well as R—explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not. Many data scientists use statistical methods but lack a deeper statistical perspective. If you’re familiar with the R or Python programming languages, and have had some exposure to statistics but want to learn more, this quick reference bridges the gap in an accessible, readable format. With this updated edition, you’ll dive into: Exploratory data analysis Data and sampling distributions Statistical experiments and significance testing Regression and prediction Classification Statistical machine learning Unsupervised learning
    Note: Online resource; Title from title page (viewed May 25, 2020)
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (375 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: If you want to build, iterate and scale NLP systems in a business setting and to tailor them for various industry verticals, this is your guide. Consider the task of building a chatbot or text classification system at your organization. In the beginning, there may be little or no data to work with. At this point, a basic solution that uses rule based systems or traditional machine learning will be apt. As you accumulate more data, more sophisticated—and often data intensive—ML techniques can be used including deep learning. At each step of this journey, there are dozens of alternative approaches you can take. This book helps you navigate this maze of options.
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (56 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Level up with Tableau to build eye-catching, easy-to-interpret data visualizations. In this follow-up guide to 2018’s Practical Tableau, author Ryan Sleeper takes you through a collection of unique tips and tutorials for using this popular software. Beginning to advanced Tableau users will learn how to go beyond Show Me to make better data charts and learn dozens of tricks to improve both the author and user experience. Featuring many tutorials he designed himself, Ryan shows you how to create charts that empower Tableau users to explore, understand, and derive value from their data. He also shares many of his favorite tricks that enabled him to become a Tableau Zen Master, Tableau Public Visualization of the Year author, and Tableau Iron Viz Champion. Learn what’s new in Tableau since Practical Tableau was released in 2018 Examine unique new charts—timelines, custom gauges, and leapfrog charts—plus innovations such as highlight tables, scatter plots, and maps Get tips that can help make a Tableau developer’s life easier Understand what developers can do to make users’ lives easier
    Note: Online resource; Title from title page (viewed July 25, 2020)
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  • 73
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    ISBN: 9781492043423 , 1492043427 , 9781492043409 , 1492043400
    Language: English
    Pages: 1 online resource (500 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.12
    Keywords: Software architecture ; Software architecture Vocational guidance ; Electronic books ; local ; Architecture logicielle ; Architecture logicielle ; Orientation professionnelle ; Software architecture
    Abstract: Although salary surveys worldwide regularly identify software architect as one of the top ten best jobs, no decent guides exist to help developers become architects. Until now. This practical guide provides the first comprehensive overview of software architecture’s many aspects. You’ll examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Authors Neal Ford and Mark Richards help you learn through examples in a variety of popular programming languages, such as Java, C#, JavaScript, and others. You’ll focus on architecture principles with examples that apply across all technology stacks.
    Note: Online resource; Title from title page (viewed February 25, 2020)
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  • 74
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    ISBN: 9781119538226 , 111953822X , 9781119538196
    Language: English
    Pages: 1 online resource (272 pages)
    Edition: 5th edition
    Parallel Title: Erscheint auch als
    DDC: 343.04
    Keywords: Tax planning ; Electronic books ; local ; Planification fiscale ; Tax planning
    Abstract: An essential, timesaving guide for accountants, lawyers, nonprofit executives and directors, consultants, and volunteers This book is an indispensable guide to navigating the complex maze of nonprofit tax rules and regulations. A clear and fully cited description of the requirements for the various categories of tax-exempt entities from public charities, private foundations, civic associations, business leagues, and social clubs to title-holding companies and governmental entities can be found. Practical guidance on potential for income tax on revenue-producing enterprises along with explanations of many exceptions to taxability is provided. Issues raised by Internet activity, advertising, publishing, providing services, and much more are explained. This useful guide covers the many significant issues facing nonprofit organizations, including compensation and possible private inurement, affiliation, separations and mergers, donor disclosures, lobbying and electioneering, and employment taxes. Offers a supplemental, annual update to keep subscribers current on relevant changes in IRS forms, requirements, and related tax procedures Includes easy-to-use checklists highlighting such critical concerns as tax-exempt eligibility, reporting to the IRS, and comprehensive tax compliance issues Features a variety of sample documents for private foundations, including penalty abatement requests and sharing space agreements Provides helpful practice aids, such as a comparison of the differences between public and private charities, charts reflecting lobbying limits for different types of entities, and listings of rulings and cases that illustrate permissible activity for each type of organizations compared to impermissible activity Filled with practical tips and suggestions for handling such critical situations as preparing for and surviving an IRS examination, Tax Planning and Compliance for Tax-Exempt Organizations, Fifth Edition provides guidance for the significant issues facing nonprofit organizations.
    Note: Online resource; Title from title page (viewed March 12, 2019)
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  • 75
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Miniservices provide a valuable middle ground between monoliths and microservices. As Nicholas Keune explains in this report, miniservices are suited for application landscapes involving data-intensive workloads that span monoliths and microservices or cross the traditional boundaries of a service context. Drawn from the work of many development teams, the report gives a model and language to data-centric system attributes so that they can be considered more proactively in the design discussion. Combining monolithic corporate or third-party systems with microservices requires a design pattern to balance both local and global aspects of the data lifecycle. The approach advocated here, called a data discourse , is both flexible and bounded by guiding principles that help bring data discussions into early architectural conversations. Using real-world experiences and use cases, the report focuses on three of the most commonly observed attributes in a miniservice: consistency, transactionality, and proximity. The examples illustrate how design discussions about data discourses lead to miniservice creation, and how miniservices help solve otherwise difficult architectural challenges. With this report, you’ll learn: What miniservices are and how they offer solutions to challenges What data discourses are and how to use them How data discourses and miniservices help shift design discussions around data
    Note: Online resource; Title from title page (viewed September 25, 2019)
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  • 76
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (320 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: The industry validated Project Management Maturity Model developed by Dr. Harold Kerzner—updated and expanded Using the Project Management Maturity Model offers assessment tools for organizations of all sizes to evaluate their progress in effectively integrating project management along the maturity curve. This Third Edition includes maturity metrics, examples of Project Management Maturity Model (PMMM) reports, a new chapter on the characteristics of effective PMMM, assessment questions that align with the PMBOK ® Guide—Sixth Edition , all-new illustrations that define advanced levels of maturity, assessment tools for organizations using traditional PM methods, and detailed guidance for organizations using Agile and Scrum. Using the Project Management Maturity Model: Strategic Planning for Project Management, Third Edition is broken down into three major parts. The first part discusses the principles of strategic planning and how it relates to project management, the definition of project management maturity, and the need for customization. The second part details the Project Management Maturity Model (PMMM), which provides organizations with general guidance on how to perform strategic planning for project management. The third part of the book looks at some relatively new concepts in project management such as how assessments can be made to measure the firm’s growth using PM 2.0 and PM 3.0. Features customizable maturity model assessment tools for organizations of all sizes Includes assessment questions updated to line up with PMBOK® Guide—6th Edition Offers detailed guidance on applying the maturity model for Agile and Scrum Includes PowerPoint decks to aid in teaching the maturity model Using the Project Management Maturity Model: Strategic Planning for Project Management, Third Edition is an ideal book for senior level and middle level corporate managers, project and team managers, engineers, project team members, and business consultants. It also benefits both business and engineering students in courses on advanced project management.
    Note: Online resource; Title from title page (viewed March 19, 2019)
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  • 77
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (424 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: A hands-on guide to using Excel in the business context First published in 2012, Using Excel for Business and Financial Modelling contains step-by-step instructions of how to solve common business problems using financial models, including downloadable Excel templates, a list of shortcuts and tons of practical tips and techniques you can apply straight away. Whilst there are many hundreds of tools, features and functions in Excel, this book focuses on the topics most relevant to finance professionals. It covers these features in detail from a practical perspective, but also puts them in context by applying them to practical examples in the real world. Learn to create financial models to help make business decisions whilst applying modelling best practice methodology, tools and techniques. • Provides the perfect mix of practice and theory • Helps you become a DIY Excel modelling specialist • Includes updates for Excel 2019/365 and Excel for Mac • May be used as an accompaniment to the author’s online and face-to-face training courses Many people are often overwhelmed by the hundreds of tools in Excel, and this book gives clarity to the ones you need to know in order to perform your job more efficiently. This book also demystifies the technical, design, logic and financial skills you need for business and financial modelling.
    Note: Online resource; Title from title page (viewed April 15, 2019)
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  • 78
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484248850
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Are algorithms friend or foe? The human mind is evolutionarily designed to take shortcuts in order to survive. We jump to conclusions because our brains want to keep us safe. A majority of our biases work in our favor, such as when we feel a car speeding in our direction is dangerous and we instantly move, or when we decide not take a bite of food that appears to have gone bad. However, inherent bias negatively affects work environments and the decision-making surrounding our communities. While the creation of algorithms and machine learning attempts to eliminate bias, they are, after all, created by human beings, and thus are susceptible to what we call algorithmic bias . In Understand, Manage, and Prevent Algorithmic Bias , author Tobias Baer helps you understand where algorithmic bias comes from, how to manage it as a business user or regulator, and how data science can prevent bias from entering statistical algorithms. Baer expertly addresses some of the 100+ varieties of natural bias such as confirmation bias, stability bias, pattern-recognition bias, and many others. Algorithmic bias mirrors—and originates in—these human tendencies. Baer dives into topics as diverse as anomaly detection, hybrid model structures, and self-improving machine learning. While most writings on algorithmic bias focus on the dangers, the core of this positive, fun book points toward a path where bias is kept at bay and even eliminated. You’ll come away with managerial techniques to develop unbiased algorithms, the ability to detect bias more quickly, and knowledge to create unbiased data. Understand, Manage, and Prevent Algorithmic Bias is an innovative, timely, and important book that belongs on your shelf. Whether you are a seasoned business executive, a data scientist, or simply an enthusiast, now is a crucial time to be educated about the impact of algorithmic bias on society and take an active role in fighting bias. What You'll Learn Study the many sources of algorithmic bias, including cognitive biases in the real world, biased data, and statistical artifact Understand the risks of algorithmic biases, how to detect them, and managerial techniques to prevent or manage them Appreciate how machine learning both introduces new sources of algorithmic bias and can be a part of a solution Be familiar with specific statistical techniques a data scientist can use to detect and overcome algorithmic bias Who This Book is For Business executives of companies using al...
    Note: Online resource; Title from title page (viewed June 7, 2019)
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  • 79
    Language: English
    Pages: 1 online resource (188 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: This IBM® Redpaper™ publication is a brief overview of synergistic aspects between various VMware offerings and the IBM Spectrum™ Accelerate family, including IBM XIV® and IBM FlashSystem® A9000 and IBM FlashSystem A9000R servers. After reviewing different integration concepts and explaining general implementation aspects for attaching the IBM Spectrum Accelerate™ family to VMware ESXi deployments, the paper focuses on components that are enabled by IBM Spectrum Connect v3.4. This paper is intended for planning to use or implementing the IBM Spectrum Accelerate family of storage systems in a VMware environment.
    Note: Online resource; Title from title page (viewed February 4, 2019)
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  • 80
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Career Press | Boston, MA : Safari
    ISBN: 9781632658371
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Discover the 24 reasons people are leaving you for competitors and how to win them back. In Why Customers Leave, popular customer experience and marketing speaker David Avrin makes a compelling case for customer experience as a bankable differentiator in an era of vast marketplace choices. The book lays out the very visible reasons for the recent shift in customer mindset and expectation, illustrates the myriad ways that companies inadvertently drive customers and prospects to competitors, and offers a multitude of creative strategies and tactics to attract and retain new prospects. In the book, David explores and articulates the disturbing new dynamic that has arisen from easy-to-find, one-click-away, at-your-fingertips options: “We have become a world of impatient, intolerant and demanding customers, and we move on quickly if inconvenienced in any way. Don’t blame the millennials! We have seen the enemy, and it is all of us.”
    Note: Online resource; Title from title page (viewed April 1, 2019)
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  • 81
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (50 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Companies and their customers today often don’t focus on the same things. While a restaurant may work hard to create an exciting new menu item, diners care more about courtesy. A bank will spend thousands promoting trust while customers struggle to access their website. This report explains how service design can help your organization innovate to deliver great experiences, not just great products, by understanding your customers' needs. Service design experts Adam Lawrence, Marc Stickdorn, Markus Hormeß, and Jakob Schneider explain that service design is a mindset, a process, a toolset, and a cross-disciplinary language. You’ll learn how cross-functional teams can create and orchestrate great customer or employee experiences that satisfy the requirements of the business, the user, and other stakeholders. This report explores how: Service design applies to physical and digital products as well as services Today’s informed customers have created a new challenge for businesses Service design is similar to design thinking and compatible with Agile and Lean Designers can promote low-risk progress through iterative prototyping Lightweight, iterative research can keep teams from solving the wrong problem This approach offers a common language for cross-silo collaboration
    Note: Online resource; Title from title page (viewed August 25, 2019)
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  • 82
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Career Press | Boston, MA : Safari
    ISBN: 9781632657725
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: They Don’t Teach Corporate in College has resonated with hundreds of thousands of readers and is currently used as a text in corporations and universities across the country. Streamlined and made more accessible for the current generation of twenty-somethings, this new edition is for those that want to make a difference right now but lack some of the core skills to make it happen. Learn how to: Make the smartest career move right out of college. Establish a strong reputation by encouraging others to like and cooperate with you. Navigate your organization’s social scene and practice cringe-free networking. Master skills that will take you anywhere, including goal setting and self-promotion. Combat negativity and cope with difficult personalities. Updated with fresh research, anecdotes, and resources, the book still maintains the no-nonsense perspective of a wise older sister who doesn’t want you to have to learn the hard way.
    Note: Online resource; Title from title page (viewed September 1, 2019)
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  • 83
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Career Press | Boston, MA : Safari
    ISBN: 9781632657787
    Language: English
    Pages: 1 online resource (224 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: In today’s workplace, managers, leaders, and HR professionals often believe they don’t have the time to help employees navigate conflict. More often than not, however, it takes more time not to address conflict than to constructively intervene. But before you can successfully guide others in managing disagreements, you must be able to manage yourself--your mindset, presence, and behaviors. Turn Enemies into Allies offers a way of working with clashing employees that is deliberate and systematic--one that draws on the author's expertise in conflict and communication skill-building and a decades-long practice in mind-body principles from the martial art aikido. Following the author’s step-by-step guide, you will: Acquire the skill and confidence to coach conflicting employees back to a professional, effective working relationship, while simultaneously changing their lives for the better. Restore control and peace of mind to the workplace. Increase your leadership presence.
    Note: Online resource; Title from title page (viewed May 1, 2019)
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  • 84
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484251164
    Language: English
    Pages: 1 online resource (198 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Build modern and progressive web applications with Vue.js and Ruby on Rails. As the Rails community embraces JavaScript, this book answers your most pressing questions, including how to integrate front-end technologies with Rails, whether to build a single-page application, when and how to use JavaScript in your project, how to scaffold a Vue component in Rails, and how to configure Vue.js in a Rails project. This book explores how to manage and understand priorities when working with Vue on Rails and how to determine the best configuration for your project. You'll see how to reuse your Vue components in a Rails project with less coding and harness the component options, as well as how to use props, events and slots of Vue components. You'll also use webpacker to set up your project and pass data from your Vue component to a Rails controller and back. Finally, you’ll learn which is the best configuration for the router and how to test and deploy your application. These topics are essential for developers and product owners because they cover end-to-end advice for building a web application incrementally or from scratch. Vue.js on Rails shows you just how easy it is to build and maintain a modern web app and save hundreds of hours integrating these two technologies. What You'll Learn Use Vue and Rails together to improve products Build a web app with a focus on developer happiness Take a pragmatic approach to web app development with practical code examples Save time configuring Vue and Rails Control and manage states in a Vue on Rails project Who This Book Is For Product owners seeking a technology for a company’s products with an emphasis on development scalability; business owners looking to maximize developer satisfaction and successful product development; technical managers requiring a pragmatic and successful web app development strategy;and new and experienced developers and designers learning to build web apps using the best tools available.
    Note: Online resource; Title from title page (viewed August 29, 2019)
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  • 85
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (368 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Expert guidance on the art and science of driving secure behaviors Transformational Security Awareness empowers security leaders with the information and resources they need to assemble and deliver effective world-class security awareness programs that drive secure behaviors and culture change. When all other processes, controls, and technologies fail, humans are your last line of defense. But, how can you prepare them? Frustrated with ineffective training paradigms, most security leaders know that there must be a better way. A way that engages users, shapes behaviors, and fosters an organizational culture that encourages and reinforces security-related values. The good news is that there is hope. That’s what Transformational Security Awareness is all about. Author Perry Carpenter weaves together insights and best practices from experts in communication, persuasion, psychology, behavioral economics, organizational culture management, employee engagement, and storytelling to create a multidisciplinary masterpiece that transcends traditional security education and sets you on the path to make a lasting impact in your organization. Find out what you need to know about marketing, communication, behavior science, and culture management Overcome the knowledge-intention-behavior gap Optimize your program to work with the realities of human nature Use simulations, games, surveys, and leverage new trends like escape rooms to teach security awareness Put effective training together into a well-crafted campaign with ambassadors Understand the keys to sustained success and ongoing culture change Measure your success and establish continuous improvements Do you care more about what your employees know or what they do ? It's time to transform the way we think about security awareness. If your organization is stuck in a security awareness rut, using the same ineffective strategies, materials, and information that might check a compliance box but still leaves your organization wide open to phishing, social engineering, and security-related employee mistakes and oversights, then you NEED this book.
    Note: Online resource; Title from title page (viewed May 21, 2019)
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  • 86
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    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (29 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Facebook recently announced Libra, an ambitious project to bring blockchain-based cryptocurrency technology to its users around the world. This large-scale project involves a consortium of organizations in technology and finance hoping to reimagine digital finance. With this report, you’ll explore the promises and challenges Facebook and its stakeholders face as Libra approaches its expected 2020 launch. Once it arrives, Libra could have a huge impact on finance and consumer banking. What does it mean for average people using financial services? How could Libra impact the global finance and technology sectors? Author Daniel Cawrey ( Mastering Blockchain ) takes you through the issues and possibilities. Learn how: Libra will leverage blockchain, cryptocurrency, and smart contracts within Facebook’s existing platforms A consortium of organizations across business, technology, and nonprofits will govern Libra Facebook’s Calibra digital wallet will work within this ecosystem Libra took ideas from Bitcoin and the greater blockchain community The system needs to scale to billions of users if it is to work across many devices and networks Libra could help people with little or no access to the banking system
    Note: Online resource; Title from title page (viewed November 25, 2019)
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  • 87
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    [Erscheinungsort nicht ermittelbar] : Pearson Business | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The Rules of Thinking
    Note: Online resource; Title from title page (viewed January 10, 2019)
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  • 88
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    Online Resource
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (7 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: While AI is brilliantly placed to solve decisions that are concrete and well-defined, in other contexts it can fail spectacularly, showing connections between facts or events but stumbling when the need to disentangle cause from correlation arises. Human input in the form of subject matter knowledge and common sense are often needed to complement AI. And executives must understand which challenges are right for these new technologies to address.
    Note: Online resource; Title from title page (viewed May 12, 2019)
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  • 89
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (288 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An action plan for working as a consultant Management consulting is a $250 billion industry and growing at a rate of over four percent annually. Many predict that more than 40 percent of the U.S. workforce will soon be contingent, freelance, or consulting members of the workforce—making this book more relevant than ever. Individuals become independent consultants out of necessity or preference: necessity because they lost their job or the company offered an attractive exit package; preference because they want a career change, more control over their time, or an enriched, varied work situation. Consulting also appeals to the Millennial workforce who are searching for careers that offer a good salary as well as meaningful work. The New Consultant’s Quick Start Guide: • Serves as a companion to The New Business of Consulting • Provides you with a place to plan your transition into consulting • Helps you identify your niche, develop a business plan, charge what you’re worth, and create a marketing strategy to ensure a steady stream of clients • Prepares you for changes you will encounter beyond your professional life, including social, family, and financial aspects The New Consultant’s Quick Start Guide helps you work through the challenges of consulting such as working alone, deciding on necessary insurance coverage, finding your first clients, struggling with cash flow, and understanding market trends.
    Note: Online resource; Title from title page (viewed April 16, 2019)
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  • 90
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : MIT Sloan Management Review | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (26 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: The strongest companies today have cultures of continuous education — they are investing in helping employees develop the skills they need to succeed in a changing world.
    Note: Online resource; Title from title page (viewed April 12, 2019)
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  • 91
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    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484250983
    Language: English
    Pages: 1 online resource (262 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: As society evolves in the direction of innovation, digital influence, and rapid information delivery, workplaces must follow suit in order to remain relevant and engaging to modern employees. Bill Fox, a thought leader and author with decades of experience in the business world, has interviewed 31 global business leaders about how they create workplaces that continue to adapt with the times, where each team thrives at each level. These lessons go beyond the limitations of “best practices” and “working smarter”, and instead focus on insights and strategies to bridge the gap between the Industrial Age and the new “Forward-Thinking Age”. The Future of the Workplace offers advice for the leaders, managers, and employees of both today and tomorrow. Fox discusses macro and micro topics with influential figures such as Howard Behar, former president of Starbucks; Steph Holloway, body language and communication expert; David Marquet, author of Turn the Ship Around ; John Bell, former CEO of Jacobs Suchard; Perry Marshall, author of Evolution 2.0 ; and many more. You will gain applicable tools to shift attitudes and bring transformative change to your organization, creating a productive and realistic future for both your team and yourself. The very nature of the dynamic between employer and employee is divergent from what it was merely 10 years ago. Perspectives from different members of multiple types of teams and company structures are offered in this book in order to ensure a well-rounded view of how the future of workplaces can best accommodate everybody. The world is significantly shifting in personal, economic, and political ways, and The Future of the Workplace is your guide to effectively embracing these new challenges for the better. What You Will Learn Shares new insights to help resolve some of today's most vexing workplace challenges Reveals perspectives from different members on a team on how the workplace has evolved Learn how to trigger change to create a more adequate and healthy workplace environment Who This Book Is For Anyone looking for new and better ways to transform the workplace including, consultants, managers, and leaders
    Note: Online resource; Title from title page (viewed October 2, 2019)
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  • 92
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    [Erscheinungsort nicht ermittelbar] : Career Press | Boston, MA : Safari
    ISBN: 9781632658685
    Language: English
    Pages: 1 online resource (256 pages)
    Edition: 3rd edition
    Keywords: Electronic books ; local
    Abstract: Since 2008, busy managers by the tens of thousands have turned to this best-selling book as a handy guide to the ins and outs of human resources. And no wonder! Because whether you’re a small business owner, a manager in a business without an HR department, or even a seasoned HR professional, The Essential HR Handbook will help you handle any personnel problem—from onboarding to outplacement—quickly and easily. This fully updated 10th anniversary edition is packed with information, tools, checklists, sample forms, and timely tips to guide you through the maze of personnel issues in today’s complex business environment. In it you’ll find out how to: Attract talented staff through social media recruiting Identify legal pitfalls to avoid lawsuits and regulatory interference Train a diverse and inclusive multigenerational workforce Provide the compensation and benefits package that will make your organization an “employer of choice” Streamline your orientation and onboarding practices so new employees hit the ground running Whenever personnel problems arise, having The Essential HR Handbook on your bookshelf is like having a team of expert HR consultants at your beck and call!
    Note: Online resource; Title from title page (viewed January 1, 2019)
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  • 93
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    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (160 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: Professor Woodall’s essay shows that this book represents a remarkable contribution, even by today’s standards, because of its contemporary thinking about the relationship between the specific topic of SQC and the broader company context of Quality Management. It also demonstrates the remarkable awareness of at least some young US engineers in the post-war period about the vital role of Statistical Quality Control in establishing and maintaining a competitive position. The book reveals that there was unsuspected knowledge extant immediately post-war, about the importance of Statistical Quality Control when appropriately applied in an industrial setting. It also helps to correct wide-spread historical misconceptions about who specifically was responsible for helping Japanese industry get back on its feet post-war, a task assigned to General Douglas Macarthur by President Truman and how Macarthur was indebted to Sarasohn.
    Note: Online resource; Title from title page (viewed March 11, 2019)
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  • 94
    ISBN: 9780128133118
    Language: English
    Pages: 1 online resource (402 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local ; Electronic books
    Abstract: Train Aerodynamics: Fundamentals and Applications is the first reference to provide a comprehensive overview of train aerodynamics with full scale data results. With the most up-to-date information on recent advances and the possibilities of improvement in railway facilities, this book will benefit railway engineers, train operators, train manufacturers, infrastructure managers and researchers of train aerodynamics. As the subject of train aerodynamics has evolved slowly over the last few decades with train speeds gradually increasing, and as a result of increasing interest in new train types and high-speed lines, this book provides a timely resource on the topic. Examines the fundamentals and the state-of-the-art of train aerodynamics, beginning with experimental, numerical and analytical tools, and then thoroughly discussing the specific approaches in other sections Features the latest developments and progress in computational aerodynamics and experimental facilities Addresses problems relating to train aerodynamics, from the dimensioning of railway structures and trains, to risk analysis related to safety issues and maintenance Discusses basic flow patterns caused by bridges and embankments
    Note: Online resource; Title from title page (viewed June 12, 2019)
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  • 95
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Wiley | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (192 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: A guide for being fully equipped to succeed on the journey of life The Backpack: How to Understand and Manage Yourself While Loving Others Along the Way tells the story of Jon, Sofia, and Buddy whose pathways merge on a life-changing flight. Written by a senior consultant with the Flippen Group (a world-wide leader in self-awareness training), the book brings together an angry passenger, a wise flight attendant, and a down-home cowboy. Their chance meeting leads to the ride of their lives as they fully grasp the importance and meaning of their backpacks. As this engaging story reveals, self-awareness is like a backpack! If we are to be prepared to succeed on the journey of life, we need to know and accept which backpack is ours, decide what we need to put in it or take out of it, and be fully aware of how our backpacks are affecting all of the other passengers around us. The question is: Are we whacking the other passengers with our backpack as we travel through life. . . or are we helping them? Offers life lessons on self-awareness written in the form of a funny and engaging story Shows how we can lighten, fill and understand our “backpack” in order to lead a more successful life Written by a senior consultant with the Flippen Group The Backpack offers a story that explores the concepts of self-awareness and other-awareness, including the importance of appreciating your personality, living by your core values, mentally preparing for your day, being aware of your impact on others and packing your backpack wisely.
    Note: Online resource; Title from title page (viewed May 7, 2019)
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  • 96
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : McGraw-Hill | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (304 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: An unprecedented inside look at how Airbnb and its host community create dynamic customer experiences and build brand loyalty in the sharing economy Airbnb best embody the entrepreneurial and disruptive spirit of today’s sharing economy. Since its early days as a humble start-up, Airbnb has evolved into a revolutionary force in the short-term housing market as a platform where hosts provide listings spread across more than 81,000 cities and 191 countries. Airbnb’s leadership strives to support the host community to ensure a consistent, on-brand experience for every guest, every time. The Airbnb Way delivers proven methods for increasing customer engagement, loyalty, and referrals that can be utilized in every service setting and in any industry. Exclusive interviews with Airbnb leaders and rich stories from hosts and guests provide an inside look into the wildly popular online rental platform. The book features: •Airbnb strategies and practices that will drive customer engagement and loyalty •Expert advice on how to provide phenomenal customer service •Illuminating stories about Airbnb guest and host experiences •Unique leadership principles for activating all stakeholders--including those who share resources and services and more
    Note: Online resource; Title from title page (viewed October 11, 2019)
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  • 97
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    ISBN: 9781484251928
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn automatic testing in Xcode. Start by creating a simple test app that intentionally crashes in given scenarios. Then review the code to find obvious bad practices and issues. Discover why unit testing is important and perform a simple unit test. Work with test cases before adding functionality. Then increase code coverage and learn why it's important. Finally work with different parts of the app to test specific functionality. What You'll Learn Set up different UI tests for testing different parts of an app Perform simple unit test cases in a project Use test cases before adding functionality to ensure quality apps Who This Video Is For Professional developers or experienced programmers who want to incorporate best practices for testing their apps before publishing them.
    Note: Online resource; Title from title screen (viewed July 8, 2019)
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  • 98
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (360 pages)
    Edition: 2nd edition
    Keywords: Electronic books ; local
    Abstract: Terraform has become a key player in the DevOps world for defining, launching, and managing infrastructure as code (IaC) across a variety of cloud and virtualization platforms, including AWS, Google Cloud, Azure, and more. This hands-on second edition, expanded and thoroughly updated for Terraform version 0.12 and beyond, shows you the fastest way to get up and running. Gruntwork cofounder Yevgeniy (Jim) Brikman walks you through code examples that demonstrate Terraform’s simple, declarative programming language for deploying and managing infrastructure with a few commands. Veteran sysadmins, DevOps engineers, and novice developers will quickly go from Terraform basics to running a full stack that can support a massive amount of traffic and a large team of developers. Explore changes from Terraform 0.9 through 0.12, including backends, workspaces, and first-class expressions Learn how to write production-grade Terraform modules Dive into manual and automated testing for Terraform code Compare Terraform to Chef, Puppet, Ansible, CloudFormation, and Salt Stack Deploy server clusters, load balancers, and databases Use Terraform to manage the state of your infrastructure Create reusable infrastructure with Terraform modules Use advanced Terraform syntax to achieve zero-downtime deployment
    Note: Online resource; Title from title page (viewed September 19, 2019)
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  • 99
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Career Press | Boston, MA : Safari
    ISBN: 9781632658760
    Language: English
    Pages: 1 online resource (240 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: What do Elon Musk, Warren Buffet, Marissa Mayer, and Bill Gates all have in common outside of being wildly successful? They are all introverts. In today’s fast-paced, unstable workplace achieving success requires speaking up, promoting oneself and one’s ideas, and taking initiative. Extroverts, fearless in tooting their own horns, naturally thrive in this environment, but introverts often stumble. If you question your ability to perform and succeed in this extroverted work culture, The Introvert’s Complete Career Guide is custom fit for you. In this supportive, all-inclusive handbook, Jane Finkle demonstrates how to use your introverted qualities to their best advantage, then add a sprinkling of extroverted skills to round out a forceful combination for ultimate career success. Finkle shares the keys to navigating each stage of professional development—from self-assessment and job searching, to survival in a new position and career advancement. In The Introvert’s Complete Career Guide you will learn to: Build confidence by evaluating your values, personality style, interests, and achievements Write the story of your career in resume and LinkedIn formats Use social media at your own comfort level to promote your career and expand your network Express yourself clearly and confidently in network meetings, interviews, and workplace situations Build strong professional relationships with colleagues and senior leaders Overcome fears that prevent you from embracing new challenges Equally applicable to the real or virtual workplace, The Introvert’s Complete Career Guide provides strategies, tools, and success stories that win you the professional respect and recognition you deserve.
    Note: Online resource; Title from title page (viewed February 1, 2019)
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  • 100
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Peachpit Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (360 pages)
    Edition: 1st edition
    Keywords: Electronic books ; local
    Abstract: For decades, Sharon Steuer and her international WOW! team have been showcasing the world's best artists and designers working in Adobe Illustrator. In this edition of the best-selling and award-winning Illustrator WOW! Book , you'll find hundreds of tips, tricks, and techniques derived from actual projects from top illustrators. You'll discover exciting ways to create complex effects, learn fresh ways to use venerable tools to speed up your workflow, and find updated information on features through the 2019 CC release. This edition is loaded with lessons, technical information, and stunning artwork galleries including: Coloring with Freeform Gradients, Gradients, Mesh Transforming with Puppet Warp Painting and generating artwork with raster brushes Harnessing Live Corners/Rectangles, and new reshaping tools Mastering type effects and controls Creating airbrush and neon effects with gradients on strokes Quickly styling with multiple lines, fills, and effects Creating complex repeating patterns Forming 3D and perspective effects Exploring different ways to globally change artwork Preparing and saving artwork for print and web Using Adobe Illustrator with Adobe Photoshop and other apps Register your book at peachpit.com to download artwork that you can manipulate in Adobe Illustrator, see the “How to use this book” section for details. “This book has the perfect mix of inspiration and instruction–I have yet to find a better motivational tool for using Illustrator to push the envelope and create art that forces people to notice.” MORDY GOLDING, Senior Director of Content, lynda.com . “Every Illustrator user should have a copy of the WOW! book. Period.” DAVID BLATNER, co-publisher of CreativePro.com and InDesignSecrets.com
    Note: Online resource; Title from title page (viewed July 18, 2019)
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