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  • 1
    Online Resource
    Online Resource
    VAT Rate Structures in Theory and Practice (2024)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (26 pages)
    Parallel Title: Erscheint auch als Thomas, Alastair VAT Rate Structures in Theory and Practice
    Keywords: Economic Theory and Research ; Law and Development ; Macroeconomics and Economic Growth ; Redistribution ; Reduced Rates ; Tax Law ; Tax Rate ; Tax Reform ; Value Added Tax (VAT)
    Abstract: Most countries' value-added tax (VAT) systems apply reduced VAT rates to a selection of expenditure items in order to achieve distributional goals, and (to a lesser extent) social and cultural objectives. This paper assesses the case for applying reduced VAT rates, with a particular focus on OECD countries where reduced rates feature prominently. It examines both the theoretical and empirical evidence, as well as practical considerations, and concludes that the case for reduced VAT rates is weak. In particular, the optimal indirect tax literature finds no redistributive role for reduced VAT rates when other more direct instruments are available. These theoretical findings are supported by the empirical literature that shows reduced VAT rates to be a poorly targeted means of supporting lower income households, particularly when compared to targeted cash transfer programs. Similarly, reduced VAT rates are unlikely to be a well-targeted way to encourage consumption of merit goods, while they also create significant administrative complexity. These findings have significant implications for tax reform in both developed and developing economies. In particular, where countries have the administrative capacity to implement effectively targeted cash transfer programs, they should use these programs to support poorer households instead of reduced VAT rates
    DOI: 10.1596/1813-9450-10677
    URL: Deutschlandweit zugänglich
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  • 2
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    Implications of Choice of Second Stage Selection Method on Sampling Error and Non-Sampling Error : Evidence from an IDP Camp in South Sudan (2024)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (34 pages)
    Parallel Title: Erscheint auch als Himelein, Kristen Implications of Choice of Second Stage Selection Method on Sampling Error and Non-Sampling Error: Evidence from an IDP Camp in South Sudan
    Keywords: Cross-Sectional Household Survey ; Displacement ; Economic Theory and Research ; Estimation ; Household Survey Design ; Macroeconomics and Economic Growth ; Microeconomic Data ; Poverty Reduction ; Social Development ; Survey and Sampling Methods ; Voluntary and Involuntary Resettlement
    Abstract: The most common sampling approach for cross-sectional household surveys in the developing world is a stratified two-stage design, where the first stage is usually a sample from a census-based area frame, and the second stage is a random sample of households from each of the areas selected in the first stage. To overcome the problem of outdated census frame information, it is common to conduct a household listing operation within these areas. However, these listing operations come with severe implications for survey costs, timeframe, as well as quality. To avoid such second-stage operations, some surveys choose alternate approaches for their second-stage operation. This paper compares five of these approaches, namely, satellite mapping, segmentation, grid square, the north method, and random walk, through simulations based on a census conducted in a refugee camp in South Sudan. The paper compares the simulated approach with the estimates derived from the actual experiment and finds that all the resulting estimates are biased. Nevertheless, in addition to their practical challenges, the satellite mapping, segmentation, and grid square approaches exhibit the smallest bias. Although random walk shows the worst performance in the simulations, it regains ground in its implementation, especially vis-a-vis the north method, where implementation adds most significantly to its bias. In conclusion, most probability-based methods perform better than non-probability methods like random walk and are therefore preferrable when no traditional household listing can take place. Although it is important to consider the theoretical properties of sampling approaches, implementation is at least as important. Training, implementation modalities, and monitoring of compliance are key factors in the overall performance
    DOI: 10.1596/1813-9450-10675
    URL: Deutschlandweit zugänglich
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  • 3
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    What Makes an Investment Promotion Agency Effective? : Findings from a Structural Gravity Model (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (30 pages)
    Parallel Title: Erscheint auch als Steenbergen, Victor What Makes an Investment Promotion Agency Effective? Findings from a Structural Gravity Model
    Keywords: Economic Theory and Research ; Foreign Direct Investment ; Foreign Trade Promotion and Regulation ; Gravity Model ; International Economics and Trade ; Investment and Investment Climate ; Investment Promotion ; Macroeconomics and Economic Growth ; Sectoral Foreign Investment Data
    Abstract: Although many countries have established investment promotion agencies over the past two decades, there is little evidence on what characteristics make them effective in attracting foreign direct investment into their home country. To provide new insight into this question, this paper brings together sectoral foreign direct investment data with survey data on investment promotion agency characteristics. Using a structural gravity model framework, it explores the effect of investment promotion agencies' sectoral targeting on inward foreign direct investment stocks over 2013 to 2018, across a sample of 36 middle- and high-income countries. The study finds that investment promotion agency sectoral targeting provides a significant positive effect on the sector's foreign direct investment stock in that country. Yet, a gravity model with country-interaction effects suggests that not all countries are equally effective at promoting investment. The results from the model are used to define two groups: high-performing investment promotion agencies (those with positive, significant effects in attracting foreign direct investment) and other investment promotion agencies (those with insignificant or negative significant effects). Using t-tests, the study considers which investment promotion agency characteristics significantly differ between the two groups. The findings suggest that effective investment promotion agencies are more likely to be private or semi-private agencies. Their mandate tends to be focused narrowly on foreign investment and exclude responsibilities for domestic investment promotion. Such investment promotion agencies are more likely to have a board of directors, and their staff tends to be better compensated. Finally, high-performing investment promotion agencies tend to provide more investor services, partly by engaging smart, sectoral analytics and adopting systems for identifying investor complaints or disputes
    DOI: 10.1596/1813-9450-10276
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  • 4
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    Bayesian Impact Evaluation with Informative Priors : An Application to a Colombian Management and Export Improvement Program (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (68 pages)
    Parallel Title: Erscheint auch als Iacovone, Leonardo Bayesian Impact Evaluation with Informative Priors: An Application to a Colombian Management and Export Improvement Program
    Keywords: Bayesian Impact Evaluation ; Competition Policy ; Competitiveness and Competition Policy ; Economic Theory and Research ; Export Competitiveness ; International Economics and Trade ; Macroeconomics and Economic Growth ; Management ; Prior Elicitation ; Private Sector Development ; Randomized Experiment ; Social Policy Evaluation Method
    Abstract: Policymakers often test expensive new programs on relatively small samples. Formally incorporating informative Bayesian priors into impact evaluation offers the promise to learn more from these experiments. A Colombian government program which aimed to increase exporting was trialed experimentally on 200 firms with this goal in mind. Priors were elicited from academics, policymakers, and firms. Contrary to these priors, frequentist estimation can not reject 0 effects in 2019, and finds some negative impacts in 2020. For binary outcomes like whether firms export, frequentist estimates are relatively precise, and Bayesian credible posterior intervals update to overlap almost completely with standard confidence intervals. For outcomes like increasing export variety, where the priors align with the data, the value of these priors is seen in posterior intervals that are considerably narrower than frequentist confidence intervals. Finally, for noisy outcomes like export value, posterior intervals show almost no updating from the priors, highlighting how uninformative the data are about such outcomes
    DOI: 10.1596/1813-9450-10274
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  • 5
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    Machine Learning Imputation of High Frequency Price Surveys in Papua New Guinea (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (36 pages)
    Parallel Title: Erscheint auch als Andree, Bo Pieter Johannes Machine Learning Imputation of High Frequency Price Surveys in Papua New Guinea
    Keywords: Agriculture ; Agriculture and Food Security ; Economic Shocks ; Economic Theory and Research ; Food Prices ; Inflation ; Machine Learning Advances ; Macroeconomic Monitoring ; Macroeconomics and Economic Growth ; Poverty Monitoring and Analysis ; Poverty Reduction
    Abstract: Capabilities to track fast-moving economic developments re-main limited in many regions of the developing world. This complicates prioritizing policies aimed at supporting vulnerable populations. To gain insight into the evolution of fluid events in a data scarce context, this paper explores the ability of recent machine-learning advances to produce continuous data in near-real-time by imputing multiple entries in ongoing surveys. The paper attempts to track inflation in fresh produce prices at the local market level in Papua New Guinea, relying only on incomplete and intermittent survey data. This application is made challenging by high intra-month price volatility, low cross-market price correlations, and weak price trends. The modeling approach uses chained equations to produce an ensemble prediction for multiple price quotes simultaneously. The paper runs cross-validation of the prediction strategy under different designs in terms of markets, foods, and time periods covered. The results show that when the survey is well-designed, imputations can achieve accuracy that is attractive when compared to costly-and logistically often infeasible-direct measurement. The methods have wider applicability and could help to fill crucial data gaps in data scarce regions such as the Pacific Islands, especially in conjunction with specifically designed continuous surveys
    DOI: 10.1596/1813-9450-10559
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  • 6
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    Using Large Language Models for Qualitative Analysis can Introduce Serious Bias (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (63 pages)
    Parallel Title: Erscheint auch als Ashwin, Julian Using Large Language Models for Qualitative Analysis can Introduce Serious Bias
    Keywords: Annotation ; Chatgpt ; Economic Theory and Research ; ICT Applications ; ICT Policy and Strategies ; Information and Communication Technologies ; Large Language Models (LLMS) ; LLAMA 2 ; Machine Bias ; Macroeconomics and Economic Growth ; Qualitative Analysis ; Rohingya People ; Social Science Research ; Text as Data
    Abstract: Large Language Models (LLMs) are quickly becoming ubiquitous, but the implications for social science research are not yet well understood. This paper asks whether LLMs can help us analyse large-N qualitative data from open-ended interviews, with an application to transcripts of interviews with displaced Rohingya people in Cox's Bazaar, Bangladesh. The analysis finds that a great deal of caution is needed in using LLMs to annotate text as there is a risk of introducing biases that can lead to misleading inferences. Here this refers to bias in the technical sense, that the errors that LLMs make in annotating interview transcripts are not random with respect to the characteristics of the interview subjects. Training simpler supervised models on high-quality human annotations with flexible coding leads to less measurement error and bias than LLM annotations. Therefore, given that some high quality annotations are necessary in order to asses whether an LLM introduces bias, this paper argues that it is probably preferable to train a bespoke model on these annotations than it is to use an LLM for annotation
    DOI: 10.1596/1813-9450-10597
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  • 7
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    Household Surveys during Multiple Crises : Modifying Questionnaires to Assess the Impact of Shocks (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: 2209
    Keywords: COVID-19 Impact ; Economic Theory and Research ; Equity and Development ; Household Survey Data ; Household Survey Design ; Impact of Shocks on Households ; Living Standards ; Macroeconomics and Economic Growth ; Poverty Reduction ; Questionnaire Design ; Shocks and Household Welfare
    Abstract: Beyond the COVID-19 pandemic, the world has experienced multiple global crises in the last few years. As countries adapt to a new normal, multi-topic household surveys should also be adapted to account for the impacts of shocks on household welfare. By reviewing the standard household survey questionnaires included in the guidebook, capturing what matters: essential guidelines for designing household surveys, the authors provide technical guidance on issues to consider when reviewing, designing, or updating questionnaires for household surveys during or after a major shock - relying on lessons learned from the World Bank's Living Standards Measurement Study program
    DOI: 10.1596/40391
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  • 8
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    The Rigor of Case-Based Causal Analysis : Busting Myths through a Demonstration (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: IEG Independent Evaluations and Annual Reviews
    Keywords: Case Study Review ; Case-Based Evaluation ; Economic Theory and Research ; Evaluation Design ; Intervention Effectiveness ; Interventions and Outcomes ; Macroeconomics and Economic Growth ; Poverty Impact Evaluation ; Poverty Monitoring and Analysis ; Poverty Reduction ; World Bank Support To Carbon Finance Case Study
    Abstract: Several myths persist within research and evaluation circles about the power and limitations of evaluation designs that use cases (or case studies) as their primary empirical material (case-based evaluation designs). Using a real-world application, this paper busts two myths regarding the use of case-based designs in evaluations that aim to answer effectiveness questions and unpack the relationships between interventions and observed changes in outcomes (broadly known as causal analysis): that case studies cannot be used for causal analysis and that it is impossible to generalize from case studies. Through a detailed demonstration of how the evaluation of the World Bank's support to carbon finance has been designed and implemented, the paper undoes these preconceived ideas about the inferential, explanatory, and generalizability power of case-based evaluation designs
    DOI: 10.1596/39773
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  • 9
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    A New Distribution Sensitive Index for Measuring Welfare, Poverty, and Inequality (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (51 pages)
    Parallel Title: Erscheint auch als Kraay, Aart A New Distribution Sensitive Index for Measuring Welfare, Poverty, and Inequality
    Keywords: Economic Theory and Research ; Inequality Index ; Macroeconomics and Economic Growth ; Poverty Index ; Poverty Informatics ; Poverty Reduction ; Shared Prosperity ; Welfare Index
    Abstract: Simple welfare indices such as mean income are ubiquitous but not distribution sensitive. In contrast, existing distribution sensitive welfare indices are rarely used, often because they are difficult to explain and/or lack intuitive units. This paper proposes a simple new distribution sensitive welfare index with intuitive units: the average factor by which individual incomes must be multiplied to attain a given reference level of income. This new index is subgroup decomposable with population weights and satisfies the three main definitions of distribution sensitivity in the literature. Variants on this index can be used as distribution sensitive poverty measures and as inequality measures, with the same simple intuitive units. The properties of the new index are illustrated using the global distribution of income across individuals between 1990 and 2019, as well as with selected country comparisons. Finally, the index can be used to define the "prosperity gap" as a proposed new measure of "shared prosperity," one of the twin goals of the World Bank
    DOI: 10.1596/1813-9450-10470
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  • 10
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    Issuer Composition and Stock Market Growth (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (38 pages)
    Parallel Title: Erscheint auch als Doumbia, Djeneba Issuer Composition and Stock Market Growth
    Keywords: Domestic Stock Market Growth ; Economic Growth ; Economic Outcome of Stock Issuers ; Economic Theory and Research ; Equity Issuers ; Finance and Development ; Finance and Financial Sector Development ; Issuer Composition ; Macroeconomics and Economic Growth ; Sectoral Diversity ; Stock Market
    Abstract: Does issuer composition change as stock markets grow, and, if so, how An increase in market capitalization may be driven by growth on the intensive or extensive margin. Such growth may also influence the level of market concentration and diversity among listed firms. Using a novel dataset, this paper examines how the number, concentration, and sectoral diversity of issuers change as domestic stock markets grow, with a focus on low- and middle-income countries. The results show that an increase in stock market capitalization tends to be associated with only growth on the intensive margin. Greater market activity, however, is linked to entry of new issuers and for low- and middle-income countries, also to marginally lower market concentration. However, there is no evidence that sectoral diversity changes with market size or activity. These findings have important implications for firm financing as stock markets may not necessarily become more inclusive as they grow
    DOI: 10.1596/1813-9450-10523
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  • 11
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    A Metadata Schema for Data from Experiments in the Social Sciences (2023)
    Washington, D.C : The World Bank
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    Language: English
    Pages: 1 Online-Ressource (45 pages)
    Parallel Title: Erscheint auch als Cavanagh, Jack A Metadata Schema for Data from Experiments in the Social Sciences
    Keywords: Data Publicaiton ; Economic Theory and Research ; Health, Nutrition and Population ; ICT Data and Statistics ; Information and Communication Technologies ; Interoperable Social Sciences Data ; Macroeconomics and Economic Growth ; Metadata ; Population Sciences ; Program Evaluation ; Randomized Control Trial ; Secondary Research ; Social Sciences Research ; Technology Innovation ; Trial Registration
    Abstract: The use of randomized controlled trials (RCTs) in the social sciences has greatly expanded, resulting in newly abundant, high-quality data that can be reused to perform methods research in program evaluation, to systematize evidence for policymakers, and for replication and training purposes. However, potential users of RCT data often face significant barriers to discovery and reuse. This paper proposes a metadata schema that standardizes RCT data documentation and can serve as the basis for one-or many, interoperable -data catalogs that make such data easily findable, searchable, and comparable, and thus more readily reusable for secondary research. The schema is designed to document the unique properties of RCT data. Its set of fields and associated encoding schemes (acceptable formats and values) can be used to describe any dataset associated with a social science RCT. The paper also makes recommendations for implementing a catalog or database based on this metadata schema
    DOI: 10.1596/1813-9450-10296
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  • 12
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    Indonesia's Informal Economy : Measurement, Evidence, and a Research Agenda (2023)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (35 pages)
    Parallel Title: Erscheint auch als Ablaza, Christine Indonesia's Informal Economy: Measurement, Evidence, and a Research Agenda
    Keywords: Economic Theory and Research ; Employment and Unemployment ; Informal Economy Literature Review ; Informal Economy Research ; Informal Employment ; Informal Sector Policy ; Informality Literature ; Macroeconomics and Economic Growth ; Poverty Reduction ; Social Protections and Labor ; Work and Working Conditions
    Abstract: Indonesia has made remarkable economic progress since the Asian Financial Crisis. To sustain its growth and achieve high-income status by 2045, it needs to address the long-standing challenge of informality. Doing so will require a coordinated policy approach informed by robust empirical evidence on the underlying causes and consequences of informality. This paper contributes to this agenda by reviewing the state of knowledge on the informal economy in Indonesia. The study focuses on three key areas of relevance to future policies on informality, namely: (1) key definitions and measures, (2) existing data sources, and (3) findings from previous research. The paper identifies remaining gaps in the existing data and empirical literature and uses this to construct an agenda for future work on the subject
    DOI: 10.1596/1813-9450-10608
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  • 13
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    Drivers of Productivity Growth in Poland : A Firm-Level Perspective on Technology Adoption and Firm Capabilities (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Other Economic and Sector Work Reports
    Keywords: Business Environment ; Competitiveness and Competition Policy ; Economic Growth ; Economic Theory and Research ; Macroeconomics and Economic Growth ; Private Sector Development
    Abstract: This report provides detailed knowledge on firm-level technology sophistication in Poland, and, by identifying the main barriers and drivers to adoption, it delivers evidence-based policy recommendations to foster technology adoption across different firms and sectors. The analysis based on the TAS is divided into two parts. The main report first describes the new approach to measuring technology sophistication, the structure of the Technology Adoption Survey, and its implementation in Poland. Second, chapter 2 provides key insights from the results by linking technology adoption with productivity, managerial skills, and firms' capabilities. It also investigates heterogeneity in technology sophistication across firms with different characteristics and the main drivers and barriers to adoption. The analysis is enriched by providing an in-depth comparison of technology sophistication between Poland and Korea. Chapter 3 briefly explains the heterogeneity of technology sophistication across sectors in Poland. This report concludes with a policy recommendation chapter that is based on the results of the TAS and the assessment of current policies supporting technology adoption (chapter 4). The second separate report entitled Sectoral approach to the drivers of productivity growth in Polish sectors. A firm-level perspective on technology adoption and firm capabilities complements this report and focuses on the sectoral differences in technology adoption. Each sector, agriculture, food processing, wearing apparel, automotive, pharmaceuticals, trade, financial services, and land transport, is analyzed in detail, not only through the lens of the TAS but also from the perspective of the general economic situation in the sector. Moreover, the series also includes a policy note Do uslug (At your service) The promise of services-led development in Poland that describes the role that the service sector can play in spurring productivity growth
    DOI: 10.1596/38270
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  • 14
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    Bureaucrats, Tournament Competition, and Performance Manipulation : Evidence from Chinese Cities (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (61 pages)
    Parallel Title: Erscheint auch als Xu, Gang Bureaucrats, Tournament Competition, and Performance Manipulation: Evidence from Chinese Cities
    Keywords: Amount Of Power ; Development ; Economic Development ; Economic Growth ; Economic Growth Rate ; Economic Theory and Research ; Energy ; Energy Policies and Economics ; Gender and Development ; High Population Density ; Industrial Economics ; Industry ; Labor Markets ; Local Economic Growth ; Local Government ; Local Government Budget ; Open Door ; Prior Work Experience ; Public Sector Job ; Quality Of Bureaucracy ; Real Economic Activity ; Real GDP ; Regional Economic Performance ; Social Protections and Labor
    Abstract: Tournament competition is viewed as motivating bureaucrats in promoting growth. This paper examines how this incentive leads to economic performance manipulation. Using data from Chinese cities, the analysis shows that performance exaggeration increases over the course of the first term of the top bureaucrat, peaking in the last year of his or her term. Winning a tournament competition is behind this performance manipulation: political rivals reinforce each other in exaggerating performance, and political competition intensifies the tendency for manipulation. Performance exaggeration leads to higher chances of promotion, but the ratchet effect (that is, better performance today leading to a higher target tomorrow) and the potential to blame predecessors induce restraint. A good local institutional environment also restrains performance manipulation
    DOI: 10.1596/1813-9450-9938
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  • 15
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    Adaptive Experiments for Policy Choice : Phone Calls for Home Reading in Kenya (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (57 pages)
    Parallel Title: Erscheint auch als Esposito, Bruno Adaptive Experiments for Policy Choice: Phone Calls for Home Reading in Kenya
    Keywords: Adaptive Experiments ; Adaptive Sampling ; Automated Calls To Parents ; Early Literacy ; Economic Development Research ; Economic Policy Research Methods ; Economic Theory and Research ; Edtech Policy Choices ; Education ; Education Technology ; Macroeconomics and Economic Growth ; Multi-Armed Bandits ; Primary Education ; Research Design Parameters
    Abstract: Adaptive sampling in experiments with multiple waves can improve learning for "policy choice problems" where the goal is to select the optimal intervention or treatment among several options. This paper uses a real-world policy choice problem to demonstrate the advantages of adaptive sampling and propose solutions to common issues in applying the method. The application is a test of six formats for automated calls to parents in Kenya that encourage reading with children at home. The adaptive 'exploration sampling' algorithm is used to efficiently identify the call with the highest rate of engagement. Simulations show that adaptive sampling increased the posterior probability of the chosen arm being optimal from 86 to 93 percent and more than halved the posterior expected regret. The paper discusses a range of implementation aspects, including how to decide about research design parameters such as the number of experimental waves
    DOI: 10.1596/1813-9450-10098
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  • 16
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    capturing the Educational and Economic Impacts of School Closures in Poland (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (11 pages)
    Parallel Title: Erscheint auch als Gajderowicz, Tomasz capturing the Educational and Economic Impacts of School Closures in Poland
    Keywords: COVID-19 Impact On Education ; COVID-19 Learning Loss ; Economic Impact of Learning Loss ; Economic Theory and Research ; Economics of Education ; Education ; Education Indicators and Statistics ; Macroeconomics and Economic Growth ; Primary Education ; School Closures ; Secondary Education
    Abstract: The effect of school closures in the spring of 2020 on the math, science, and reading skills of secondary school students in Poland is estimated. The COVID-19-induced school closures lasted 26 weeks in Poland, one of Europe's longest periods of shutdown. Comparison of the learning outcomes with pre- and post-COVID-19 samples shows that the learning loss was equal to more than one year of study. Assuming a 45-year working life of the total affected population, the economic loss in future student earnings may amount to 7.2 percent of Poland's gross domestic product
    DOI: 10.1596/1813-9450-10253
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  • 17
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    World Bank Group Macroeconomic Models for Climate Policy Analysis (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Economic Updates and Modeling
    Keywords: Adaptation To Climate Change ; Carbon Policy and Trading ; Climate Change ; Climate Change Mitigation and Green House Gases ; Computable General Equilibrium ; Economic Growth ; Economic Theory and Research ; Environment ; Global Warming ; Macroeconomics and Economic Growth
    Abstract: Policymakers in developing countries face multiple challenges related to climate change. To provide policymakers with reliable recommendations on a variety of climate related policies, the WBG has a diverse and complementary set of models. The analytics range from evaluating the aggregate, sectoral, and welfare effects of mitigation measures to assessing country-specific adaptation needs, considering the impacts of extreme weather events as well as gradual global warming. Key indicators include macroeconomic outcomes, sectoral indicators, co-benefits and poverty and distributional issues. This report summarizes the range of climate and development issues addressed by each model in the WBG suite, revealing both strengths and limitations of individual models, as well as the complementarity among models
    DOI: 10.1596/36833
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  • 18
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    Recovering Income Distribution in the Presence of Interval-Censored Data (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (30 pages)
    Parallel Title: Erscheint auch als Canavire-Bacarreza, Gustavo Recovering Income Distribution in the Presence of Interval-Censored Data
    Keywords: Econometrics ; Economic Forecasting ; Economic Theory and Research ; Heteroskedastic Interval Regression ; ICT Data and Statistics ; Income Distribution ; Interval-Censored Data ; Labor Income Data ; Macroeconomics and Economic Growth ; Monte Carlo Simulation ; Poverty and Inequality Estimation ; Poverty Monitoring and Analysis ; Poverty Reduction ; Salary Data ; Wages ; Information and Communication Technologies
    Abstract: This paper proposes a method to analyze interval-censored data, using multiple imputation based on a heteroskedastic interval regression approach. The proposed model aims to obtain a synthetic data set that can be used for standard analysis, including standard linear regression, quantile regression, or poverty and inequality estimation. The paper presents two applications to show the performance of the method. First, it runs a Monte Carlo simulation to show the method's performance under the assumption of multiplicative heteroskedasticity, with and without conditional normality. Second, it uses the proposed methodology to analyze labor income data in Grenada for 2013-20, where the salary data are interval-censored according to the salary intervals prespecified in the survey questionnaire. The results obtained are consistent across both exercises
    DOI: 10.1596/1813-9450-10147
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  • 19
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    Multiple Price Lists for Willingness to Pay Elicitation (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (74 pages)
    Parallel Title: Erscheint auch als Kelse, Jack Multiple Price Lists for Willingness to Pay Elicitation
    Keywords: Economic Conditions and Volatility ; Economic Theory and Research ; Macroeconomics and Economic Growth ; Multiple Price List Survey Instrument ; Multiple Price Lists ; Preference Elicitation ; Social Analysis ; Social Development ; Survey Methods ; Surveycto ; Willingness To Pay
    Abstract: Multiple price lists are a convenient tool to elicit willingness to pay in surveys and experiments, but choice patterns such as "multiple switching" and "never switching" indicate high error rates. Existing measurement approaches often do not provide accurate standard errors and cannot correct for bias due to framing and order effects. This paper proposes to combine a randomization approach with a random-effects latent utility model to detect bias and account for error. Data from a choice experiment in South Africa shows that significant order effects exist which, if uncorrected, would lead to distorted conclusions about subjects' preferences. Templates are provided to create a multiple price list survey instrument in SurveyCTO and analyze the resulting data using the proposed methods
    DOI: 10.1596/1813-9450-10173
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    Islamic Finance and the Development of Malaysia's Halal Economy (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource
    Series Statement: Other Financial Sector Study
    Keywords: Capital Markets ; Economic Growth ; Economic Theory and Research ; Finance ; Finance and Development ; Finance and Financial Sector Development ; Macroeconomics and Economic Growth
    Abstract: The halal economy (HE) plays an important role in Malaysia's economic growth, contributing 7.5 percent to the Gross Domestic Product (GDP) as of 2020. Under the Twelfth Malaysia Plan, 2021-2025 (12MP), one of the key strategies to boost Malaysia's economic growth is enhancing the competitiveness of the halal industry to capture a more significant share of the global halal market. The term halal refers to anything that is permissible or lawful under Islamic Law that dictates the way of life of a Muslim (a follower of the Islamic faith). Hence, the scope of the HE is broad and can be defined as an industry that is involved in the provision of halal products and services, including food, clothing and fashion, cosmetics and personal care, travel, and financial services. Consequently, Islamic finance is both parts of the broader HE (Hassan and others, 2021) and can facilitate the development of the HE. This report requested by Bank Negara Malaysia (BNM) explores the role of Islamic finance in supporting the development of Malaysia's HE with the objective of informing policy discourse on enhancing existing strategies to increase access to Islamic finance solutions to underserved HE enterprises. The report comprises the following chapters, (1) the current state of the HE; (2) the financing ecosystem of Malaysia's HE, (3) enhancing role of Islamic finance for the HE in Malaysia; and concludes in Chapter 4 with a set of recommendations for stakeholders in Malaysia. While the recommendations focus on Malaysia, they may also be relevant for other developing economies where the HE and Islamic finance are prominen
    DOI: 10.1596/38043
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    Spillover Effects of China's Trade and Growth Shocks on ASEAN Countries : Evidence from a GVAR Model (2022)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (29 pages)
    Parallel Title: Erscheint auch als Khan, Nazmus Sadat Spillover Effects of China's Trade and Growth Shocks on ASEAN Countries: Evidence from a GVAR Model
    Keywords: Asean Trading Partners ; Association of Southeast Asian Nation (ASEAN) Countries ; Chinese Trade Shocks ; Consumption ; Economic Conditions and Volatility ; Economic Growth ; Economic Integration ; Economic Theory and Research ; Global Vector Autoregression (GVAR) ; Growth Shock ; Macroeconomics and Economic Growth ; Trade Shock
    Abstract: The paper uses a global vector autoregression model with quarterly time series data from 1994 to 2016 to investigate the spillover effects of Chinese trade and growth shocks on 10 Association of Southeast Asian Nations countries. Time varying trade weights are used to construct the foreign variables in individual country models and structural generalized impulse response functions are used to conduct the dynamic analysis. The results show that a positive shock to Chinese trade and growth has a positive effect on the growth of Brunei, Malaysia, the Philippines, Singapore and Thailand. The effect is much weaker and statistically insignificant for other countries
    DOI: 10.1596/1813-9450-10225
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    Spring Boot Fundamentals : Building Java-Based Microservices and Enterprise Native Cloud Applications (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484270660
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: This video will develop a foundation for creating Java-based, enterprise-ready, cloud applications and microservices using the Spring Boot micro-framework and all its cool features, from zero configuration files to faster development to easy deployment. In this video, you'll walk through the nuts and bolts of Spring Framework 5 and Spring Boot, then dive into the web application development tier that Spring Boot offers. Next, you'll go over data access, data persistence, and reactive data programming. Next, you'll cover testing, security, and messaging using Spring Boot. Furthermore, you'll see the new tools and features in Spring Boot to take your applications further including Actuator, Micrometer, Prometheus, and Grafana. Finally, the video concludes on native cloud application development, integration, and deployment onto the cloud with Kubernetes and more. After learning with this video, you'll come away with the know-how to build your first complete complex application with Spring Boot. What You Will Learn Get a survey of the Spring Boot micro-framework Do web development with Spring Boot See how data access and persistence works using Spring Boot Work with WebFlux and reactive data Use Boot's Actuator, Micrometer, Prometheus, and Grafana Develop and deploy native Java cloud applications in Spring Boot Who This Video Is For Those who have prior Java programming experience who may be new to Spring Boot.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    Under what Conditions are Data Valuable for Development? (2021)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (30 pages)
    Parallel Title: Erscheint auch als Print Version: Jolliffe, Dean Under what Conditions are Data Valuable for Development?
    Keywords: Development Data ; Economic Theory and Research ; Information and Communication Technologies ; Information Technology ; Macroeconomics and Economic Growth ; Public Sector Development ; Public Service Delivery ; Statistical and Mathematical Sciences ; Statistics
    Abstract: Data produced by the public sector can have transformational impacts on development outcomes through better targeting of resources, improved service delivery, cost savings in policy implementation, increased accountability, and more. Around the world, the amount of data produced by the public sector is increasing at a rapid pace, yet their transformational impacts have not been realized fully. Why has the full value of these data not been realized yet This paper outlines 12 conditions needed for the production and use of public sector data to generate value for development and presents case studies substantiating these conditions. The conditions are that data need to have adequate spatial and temporal coverage (are complete, frequent, and timely), are of high quality (are accurate, comparable, and granular), are easy to use (are accessible, understandable, and interoperable), and are safe to use (are impartial, confidential, and appropriate)
    DOI: 10.1596/1813-9450-9811
    URL: Deutschlandweit zugänglich
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    How Much does Physical Infrastructure Contribute to Economic Growth? : An Empirical Analysis (2021)
    Washington, D.C : The World Bank
    Details
    Language: English
    Pages: 1 Online-Ressource (32 pages)
    Parallel Title: Erscheint auch als Timilsina, Govinda How Much does Physical Infrastructure Contribute to Economic Growth? An Empirical Analysis
    Keywords: Economic Growth ; Economic Theory and Research ; Electricity ; Growth Drivers ; Infrastructure ; Infrastructure Economics ; Infrastructure Economics and Finance ; Macroeconomics and Economic Growth ; Mobile Phone ; Telecommunications ; Transport Infrastructure
    Abstract: Existing literature on the relationship between infrastructure and economic growth is inconclusive. This study evaluates the contributions to economic growth of three main categories of infrastructure-transport, electricity, and telecommunications-using data from 87 countries over 1992-2017. Compared with existing studies, this study uses more recent data, includes new types of infrastructure such as mobile phones, and provides separate estimates for developing and developed countries. The pooled mean group estimator, which tests for the weak exogeneity of the infrastructure variables, is employed. The key finding of the study is that an increase in infrastructure, especially electricity generation capacity and telecommunications, has significant positive effects on gross domestic product. Infrastructure has a larger effect in more recent years (1992-2017) than in earlier years (1970-1991), and the effects of infrastructure are higher in developing economies than in industrialized economies
    DOI: 10.1596/1813-9450-9888
    URL: Deutschlandweit zugänglich
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    Become a Kano Analysis Specialist (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803242866
    Language: English
    Pages: 1 online resource (1 video file, approximately 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Dive into Kano Analysis and prioritize customer needs About This Video Master the ability to systematically identify and prioritize your customer requirements Specialize your skills in exploring your customer’s stated and latent needs Acquire the knack to delight your customers and make them your raving fans for a lifetime In Detail With increasing competition and constantly changing customer requirements, it has become exceedingly important to learn the art and science of prioritizing the most important needs and requirements of your customers. Kano Analysis is a unique tool that has a structured approach to understand these customer requirements, translate those needs/requirements into specific categories, and prioritize them. This tool is extensively used by Six Sigma Green Belts and Black Belts in their Lean Six Sigma projects. Kano Analysis is most effective in the Define Phase of any Six Sigma Green Belt or a Six Sigma Black Belt project. In the Define Phase, the Green Belt or the Black Belt looks for pain areas of the business process. When Kano Analysis is used, it helps understand customer requirements and provides a laser-sharp focus on only those requirements that your customers care about. This tool can also be used as a standalone tool that is independent of a Six Sigma project. If you want to thrive in today’s competitive environment, you must make your customers your raving fans. This is only possible when you focus and deliver exactly what your customer wants. Kano Analysis is the only tool that helps you identify what your customers exactly want.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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    Bad Programming 101 - Part 1 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271520
    Language: English
    Pages: 1 online resource (1 video file, approximately 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 1 of the series – focuses on practices at the small scale, i.e. at the level of individual lines of code and fundamental constructs such as conditionals and loops. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional...
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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    GitOps and Kubernetes video edition (2021)
    [Erscheinungsort nicht ermittelbar] : Manning Publications | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 12 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A really great book for understanding and implementing GitOps! Matthieu Evrin, AddÉnergie Technologies GitOps and Kubernetes introduces a radical idea—managing your infrastructure with the same Git pull requests you use to manage your codebase. In this in-depth tutorial, you’ll learn to operate infrastructures based on powerful-but-complex technologies such as Kubernetes with the same Git version control tools most developers use daily. With these GitOps techniques and best practices, you’ll accelerate application development without compromising on security, easily roll back infrastructure changes, and seamlessly introduce new team members to your automation process. about the technology With GitOps you use the Git version control system to organize and manage your infrastructure just like any other codebase. It’s an excellent model for applications deployed as containers and pods on Kubernetes. about the book GitOps and Kubernetes teaches you how to use Git and the GitOps methodology to manage a Kubernetes cluster. The book interleaves theory with practice, presenting core Ops concepts alongside easy-to-implement techniques so you can put GitOps into action. Learn to develop pipelines that trace changes, roll back mistakes, and audit container deployment. what's inside Managing secrets the GitOps way Controlling access with Git, Kubernetes, and Pipeline Branching, namespaces, and configuration about the audience For developers and operations engineers familiar with continuous delivery, Git, and Kubernetes. about the authors Billy Yuen , Alexander Matyushentsev , Todd Ekenstam , and Jesse Suen are principal engineers at Intuit. They are widely recognized for their work in GitOps for Kubernetes. Vital for understanding what GitOps is, and what tools will get you there. JChris Viner, Forged Development How to deliver operational excellence through industry-level practices. Satej Sahu, Honeywell This book takes two massively complex topics and breaks them down into understandable and approachable tools. Samuel Brown, Expel NARRATED BY JULIE BRIERLEY
    Note: Online resource; Title from title screen (viewed February 25, 2021) , Mode of access: World Wide Web.
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    Practical Python for DevOps Engineers LiveLessons (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Overview : Practical Python for DevOps Engineers LiveLessons is designed to expand your understanding of concepts and strategies for operating your infrastructure effectively in the ever-changing digital landscape. Taught by best-selling author Chris Jackson, the course will provide explanations of the basic and intricate techniques of automation and programmability in an effortless manner. Practical Python for DevOps Engineers LiveLessons will begin with the overview of Python from its syntax to working with variables and data types. The course will cover other Python related topics like Object Oriented Programming, Python Modules, UnitTest module, and Python Programming. In addition to the Python topics, the course will dive into the topic of API, where the section will cover the fundamentals of API and its common usage. Topics include: Getting Started with Python Object Oriented Programming and Python Modules Unit Testing Working with Data in Python What is an API? Working with REST APIs Making an API Call With Python About the Instructor: Chris Jackson is a Distinguished Systems Engineer in the Cisco World Wide Sales and Partner Training organization. Chris is focused on all aspects of Cisco Data Center and Cloud from not only a technology perspective but through thought leadership in helping Cisco and customers better leverage the business transformational aspects these technologies provide. He holds dual CCIEs in security and routing and switching, CISA, CISSP, ITIL v3, seven SANS certifications, and a bachelor's degree in business administration. Residing in Franklin, Tennessee, Chris enjoys tinkering with RC drones, robotics, and anything else that can be programmed to do his bidding. In addition, he is a black belt in Taekwondo and a rabid Star Wars fan and has a ridiculous collection of Legos. His wife, Barbara, and three children, Caleb, Sydney, and Savannah are the true joys of his life and proof that not everything has to plug in to a wall outlet to be fun. Skill Level: Beginner to Intermediate Learn How To: Program Cisco infrastructure devices Implement DevOps automation Create a more agile and flexible IT environment Who Should Take This Course: This course is intended for anyone who has IT infrastructure and would like to learn how to use emerging technologies to automate and simplify operations. Course Requirements: Basic understanding of networking infrastructure equipment Computer literacy, PC operating system knowledge, a...
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    Exam DP-900 Microsoft Azure Data Fundamentals (Video) (2021)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 4+ Hours of Video Instruction Prepare for Microsoft Exam DP-900 and demonstrate your knowledge of fundamental data concepts and Microsoft Azure data services. Description This Exam DP-900: Microsoft Azure Data Fundamentals video is designed to help you begin to work with data in the cloud. This video focuses on the skills measured by the exam objectives, as updated by Microsoft in April 2021. Describe core data concepts Describe how to work with relational data on Azure Describe how to work with non-relational data on Azure Describe an analytics workload on Azure Using his years of experience working with data and teaching data best practices to a variety of learners, Microsoft Certified Trainer Chris Sorensen explains core concepts related to working with data in Azure. In his engaging style grounded in real-world scenarios, Chris gives you insights to relational and non-relational data, different types of workloads, and analytical best practices. With Chris as your guide, you are well-equipped to successfully attempt the DP-900 exam and advance in your career as a data engineer or database administrator. About the Instructor Chris Sorensen, CPA, CGA, is the Founder and President of Iteration Insights, a tech-enabled data analytics solutions provider based in Calgary, Alberta. He is a Microsoft Certified Data Analyst Associate and Microsoft Certified Trainer with a combined 20+ years of industry and teaching experience. In his career, he has led numerous Analytics projects in more than 15 industries across small to enterprise-sized organizations. As an adjunct instructor of the Business Intelligence program at SAIT, he plays a significant role in shaping new talent in Calgary's emerging tech sector. Following his lifelong learning approach, Chris also coordinates both Power Platform and Azure Analytics User Groups, providing a space dedicated to knowledge-sharing and growing Alberta's tech community. His favourite hashtag is #neverstoplearning. Skill Level Beginner to Intermediate Who Should Take This Course Certification candidates preparing for exam DP-900 Microsoft Azure Data Fundamentals Analysts or admins beginning to work with data in the cloud Course Requirements Foundational knowledge of core data concepts About Pearson Video Training Pearson publishes expert-led video tutorials covering a wide selection of technology topics designed to teach you the skills you need to succeed. These professional and personal techn...
    Note: Online resource; Title from title screen (viewed September 8, 2021) , Mode of access: World Wide Web.
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    Apache Spark 3 for Data Engineering and Analytics with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244303
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 31 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master Python and PySpark 3.0.1 for Data Engineering / Analytics (Databricks) About This Video Apply PySpark and SQL concepts to analyze data Understand the Databricks interface and use Spark on Databricks Learn Spark transformations and actions using the RDD (Resilient Distributed Datasets) API In Detail Apache Spark 3 is an open-source distributed engine for querying and processing data. This course will provide you with a detailed understanding of PySpark and its stack. This course is carefully developed and designed to guide you through the process of data analytics using Python Spark. The author uses an interactive approach in explaining keys concepts of PySpark such as the Spark architecture, Spark execution, transformations and actions using the structured API, and much more. You will be able to leverage the power of Python, Java, and SQL and put it to use in the Spark ecosystem. You will start by getting a firm understanding of the Apache Spark architecture and how to set up a Python environment for Spark. Followed by the techniques for collecting, cleaning, and visualizing data by creating dashboards in Databricks. You will learn how to use SQL to interact with DataFrames. The author provides an in-depth review of RDDs and contrasts them with DataFrames. There are multiple problem challenges provided at intervals in the course so that you get a firm grasp of the concepts taught in the course. Who this book is for This course is designed for Python developers who wish to learn how to use the language for data engineering and analytics with PySpark. Any aspiring data engineering and analytics professionals. Data scientists/analysts who wish to learn an analytical processing strategy that can be deployed over a big data cluster. Data managers who want to gain a deeper understanding of managing data over a cluster.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
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    50 Projects in 50 Days - HTML, CSS, and JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801079976
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 hr., 36 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of HTML, CSS, and JavaScript in 50 days by working on 50 different projects About This Video Project-based teaching to sharpen your HTML, CSS, and JavaScript skills DOM manipulation, events, array methods, HTTP requests, and more Modern styling with flexbox, CSS animations, custom properties, and so on In Detail This is a purely project-based course. It is geared toward beginners, but intermediate developers can also enjoy creating new things. This course includes 50 mini projects in HTML, CSS, and JavaScript that relate to the DOM (Document Object Model). Here is a list of what we will create in this course: Expanding Cards Progress Steps Rotating Navigation Animation Hidden Search Widget Blurry Loading Scroll Animation Split Landing Page Form Wave Sound Board Dad Jokes Event Keycodes FAQ Collapse Random Choice Picker Animated Navigation Incrementing Counter Drink Water Movie App Background Slider Theme Clock Button Ripple Effect Drag N Drop Drawing App By the end of this course, you will be thorough with the basics and concepts in HTML, CSS, and JavaScript. Who this book is for This course is for beginner and intermediate web developers who want to build fun and unique projects with HTML, CSS, and JavaScript.
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    Get started with Conda (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Packaging in Python has always been polarizing. From complicated beginnings where you couldn't uninstall libraries, to virtualenv that allows you to work in a self-contained environment that can be thrown away. In this video, I'll present an introduction to Conda, and to a chanel-specific variation of it that is maintained by the community called miniforge. If you are looking for a way to get scientific packages for the new Apple M1 silicon, this video will also help you out get everything sorted, including installing versions of Python that are pre-packaged and ready for data science tasks. Topics include: * Install Conda by using the community version called miniforge. * Use conda to install a specific version of Python, without system installs * Find more about the differences between virtualenv, pip, and conda * Install data science libraries in the new Apple M1 silicon Useful links: * Conda documentation * Conda Forge community documentation * Conda miniforge project
    Note: Online resource; Title from title screen (viewed August 18, 2021) , Mode of access: World Wide Web.
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    AutoML and KaizenML - Chapter 5 Walkthrough Practical MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 5 of the O'Reilly book Practical MLOps. Topics include: * Getting models into production * Feature Store vs Data Warehouse * AutoML * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 14, 2021) , Mode of access: World Wide Web.
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    CompTIA Security+ Certification SY0-601 : The Total Course (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231853
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Your guide to prepare and clear the CompTIA Security+ Certification SY0-601 exam. About This Video Understand the various risk management concepts Learn the various cryptographic methods used to protect the critical keys in cryptography Understand the Diffie-Hellman key exchange agreement and methods In Detail Excel the CompTIA Security+ Certification SY0-601 exam by taking this course, which deep dives into the various concepts of risk management and various kinds of risk involved, and the various security standards such as PCI DSS and the Cloud Controls Matrix (CCM) define what types of security controls to put in place to mitigate risk both on-premises and in the cloud. Learn about data protection and the various cryptographic methods used to protect the critical keys in cryptography that keep communication secure. The course also reviews different types of certificates including web, email, code-signing, machine/computer, and user. Explore the 3 As—authentication, authorization, and accounting/auditing, which play a big role in IT security. Tracking activity through auditing provides accountability for access to resources such as files on a file server or database rows. Learn about securing dedicated systems using IoT. IoT devices are function-specific and can communicate over the Internet. Examples include environmental control devices, medical devices, and video surveillance systems. This episode also covers the Zigbee smart home automation protocol. Wrap up the course by understanding data backup; backing up data provides availability in the event of data deletion, corruption, or encryption through ransomware. This episode discusses backup settings such as compression and encryption, as well as full, differential, and incremental backup types.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    Beginners' Guide to Practical Quantum Computing with IBM Qiskit (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801813686
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 23 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A perfect beginners’ guide that converts complex, boring mathematics and formulas into simple and easy to make it clearer. It’s a basic guide to understand general quantum computing concepts on IBM Qiskit documentation. About This Video Learn and understand about general quantum computing based on IBM Qiskit documentation Learn quantum key distribution, which utilizes the unique properties of quantum systems Learn quantum teleportation used for transferring quantum information from a sender to a receiver In Detail Quantum computers could help the development of new breakthroughs in science, medications, machine learning, material science, and finance, which will help mankind become the best civilization in the whole universe. In fact, quantum computing is so powerful that no one knows how to use its true potential and till now, no quantum algorithm is perfect. The hardware and code are still in development stages, providing great opportunities in the future for quantum computing professionals. This course starts by introducing you to the basics of current classical computing technology that is based on bits/binary digits (0 and 1) and quantum computing (qubits), and how it is way much more advanced than earlier. Then you will install and get tested on working with the Jupyter notebook and IBM Qiskit in order to execute codes. Lastly, you will learn all the quantum computing concepts and their execution simultaneously in a much leaner, simpler, and more concise format. By the end of this course, you will learn the basics of quantum computing through implementing it via IBM Qiskit, and you could be able to contribute yourself to the domain that is still in the development phase and be a part of great opportunities in the future for quantum computing professionals. Who this book is for The course is best suited for beginners who want to start with practical quantum computing concepts. Basic computer knowledge and enthusiasm about quantum computing are the only prerequisites to excel and extract the most out of this course.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    Modern Web Development with Blazor and .NET Core 5 (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811033
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 57 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Build a strong foundation in .NET 5 programming with Blazor with the help of this course About This Video Design a database using entity framework core Learn Progressive Web Application (PWA) with Blazor Understand the REST API and client UI design principles In Detail Blazor allows you to create a single page application on top of .NET Core and continue coding in C# (without needing to flip between C# and JavaScript too much). Blazor apps are composed of reusable web UI components implemented using C#, HTML, and CSS. Both client and server code is written in C#, allowing you to share code and libraries. Blazor can run your client-side C# code directly in the browser, using WebAssembly (WASM for short). Because it’s real .NET running on WebAssembly, you can reuse code and libraries from server-side parts of your application. We will be exploring many intricacies of the Blazor life-cycle, data flow, JavaScript interoperability, and general development activities and nuances. By the end of the course, you will have the skills and knowledge to build a web application using Blazor.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    Introducing Jakarta EE Fundamentals : Building Java-based Enterprise Quality Systems (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484273395
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Gain an overview of the Eclipse-based open source Jakarta EE APIs and technologies formerly called Java EE (Enterprise Edition). This video highlights the key components of the latest Jakaarta EE release, giving you the knowledge you need to begin your journey to developing enterprise-level applications. This video will familiarize you with the important terms and concepts behind the Jakarta EE enterprise application development platform and introduce its architecture. After completing this video course, you’ll be prepared for a deeper dive into enterprise application development using Jakarta EE. What You Will Learn Discover what Jakarta EE is and how it has evolved to meet current business needs Understand why Jakarta EE application development is more relevant now than ever Master the key Jakarta EE specifications and how to use them Leverage TCKs to ensure compatibility Who This Video Is For Full-stack Java developers and programmers; no prior experience in Jakarta EE or Java EE is assumed. However, at least some prior exposure to core Java, Java SE, and the JDK is recommended.
    Note: Online resource; Title from title screen (viewed August 6, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Hour : SRE with Tammy Butow (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on site reliability engineering with Sam Newman and Gremlin principal SRE Tammy Butow. They’ll chat about SRE best practices and challenges, building resilient systems, chaos engineering, facilitating controlled experiments to identify systemic weaknesses, and more. What you’ll learn and how you can apply it Explore the origins of, need for, and challenges around SRE What’s coming next for infrastructure and ops This course is for you because… You want the chance to ask Sam Newman and Tammy Butow your questions around SRE and chaos engineering. You’re looking for ways to improve your systems and mitigate weaknesses. You want to become well-versed in the foundations and best practices of pipeline creation. Recommended follow-up: Read Chaos Engineering (book) Read Security Chaos Engineering (report) Read Site Reliability Engineering (book)
    Note: Online resource; Title from title screen (viewed August 2, 2021) , Mode of access: World Wide Web.
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    Exam AZ-303 Microsoft Azure Architect Technologies (Video) (2021)
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 12 hr., 17 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 12+ Hours of Video Instruction This course will help an IT professional prepare for the AZ-303, Microsoft Azure Architect Technologies exam or simply learn about common Azure services. Overview: Cloud computing is growing at an accelerating pace, and skills in cloud computing are becoming an important part of any IT professional’s resume. Microsoft offers role-based certifications in several areas of Azure, and the most advanced certification for IT administrators is the Azure Solutions Architect Expert. This certification is achieved by passing two exams: Microsoft Azure Architect Technologies and Microsoft Azure Architect Design. This course is designed to help you pass the first exam on Azure technologies. It discusses the common services in Azure and lays the foundation for architecting solutions in Azure. All the skills measured on the Microsoft Azure Architect Technologies exam are covered in this course. About the Instructor After leaving Microsoft in 1995, Ray Humphrey began teaching administrative, programming, and software design classes to industry professionals and has done that continuously since that time. He teaches all components of the application from user interface to middle tier to database to cloud. Skills he teaches include Azure services architecture, design, and implementation; web front-ends (JavaScript, HTML, CSS); web server applications and services (C#.NET, Visual Basic.NET, MVC, Web API); Windows desktop applications (WPF, Windows Forms); database design and solution integration (SQL Server, Entity Framework, ADO.NET); and custom Microsoft Office solutions (Access and Excel). He has a long history and deep knowledge of the Microsoft platform. Ray has been a Microsoft Certified Trainer since 1995. He holds these certifications: Azure Solutions Architect Expert, Azure Administrator Associate, Azure Developer Associate, MCSE Data Management and Analytics, MCSE Cloud Platform and Infrastructure, and MCSD App Builder: Web Apps. Follow this trainer at: https://www.linkedin.com/in/trayhumphrey/ Skill Level: Intermediate to Advanced Learn How To: Create and manage Infrastructure-as-a-Service resources in Azure Create and manage Platform-as-a-Service resources in Azure Create and manage data platforms in Azure Manage user identity in Azure Learn about key Azure resources and workloads Who Should Take This Course: Any student pursuing the Microsoft Azure Solutions Architect Expert certification Any studen...
    Note: Online resource; Title from title screen (viewed July 15, 2021) , Mode of access: World Wide Web.
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    AWS Certified SysOps Administrator - Associate (SOA-C02) (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 10 hr., 33 min.)
    Edition: 1st edition
    Keywords: Amazon Web Services (Firm) Study guides Examinations ; Cloud computing Study guides Examinations ; Web services Study guides Examinations ; Electronic data processing personnel Certification ; Computer technicians Certification ; Electronic videos ; local ; Amazon Web Services (Firm) ; Infonuagique ; Examens ; Guides de l'étudiant ; Services Web ; Examens ; Guides de l'étudiant ; Computer technicians ; Certification ; Electronic data processing personnel ; Certification ; Examinations ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: 10.5 Hours of Video Instruction Description Ten and half hours of video instruction and test-taking strategies for the topics covered by the AWS Certified SysOps Administrator - Associate exam. Overview AWS Certified SysOps Administrator - Associate (SOA-C02) Complete Video Course will give you the edge you need to take the AWS Certified SysOps Administrator exam. In this video instruction, you will get targeted training on the topics covered in Amazon’s AWS Certified SysOps Administrator - Associate exam. This training course is designed to walk you through the topics covered in the exam so you have the knowledge you need to pass the test. The training follows the exam question domains with specific content to maximize chances of achieving certification. The author, Chad Smith, an experienced AWS Architect and SysOps Administrator, will share his extensive knowledge of the AWS Certified SysOps Administrator - Associate materials so you are prepared and confident on test day. In addition to covering all objectives in the exam, this title provides hands-on demos throughout so you can see AWS in action and also get a feel for the interactive questions on the exam. You will also find a question breakdown at the end of each lesson so you can practice your knowledge as you work your way through the course. AWS Certifications are among the most sought-after in the Technology sector, and the certification exams cover a wide range of services, technologies, and implementation patterns. Topics include AWS SysOps Exam Basics Monitoring, Logging and Retention Reliability and Business Continuity Deployment, Provisioning and Automation Security and Compliance Networking and Content Delivery Cost and Performance Optimization About the Instructor Chad Smith has worked in IT for 25 years, starting out as a Linux administrator, progressing through operations, network and security in various roles. He is now the Principal Cloud Architect at Brightkey.cloud. Chad is a Certified Architect for both Amazon Web Services and Google Cloud Platform. He brings a wealth of personal experience in cloud adoption, infrastructure design, cloud operations and cloud security. He holds current AWS certifications in Architecture, SysOps, Security, Networking and Databases, as well as Google Professional Cloud Architect and Associate Cloud Engineer credentials. You can follow Chad here: Twitter: brightkey_cloud LinkedIn: https://www.linkedin.com/in/chadsmith1973/ Professional B...
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    Software Security Testing (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803244358
    Language: English
    Pages: 1 online resource (1 video file, approximately 7 hr., 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Master the industry standards and enable yourself to carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff About This Video Build up your own personal security testing lab environment, identify and exploit vulnerabilities Gain the foundational knowledge and skills to carry out multiple types of security assessments Use labs to enhance your learnings In Detail Does finding security bugs, hacking software, and breaking into applications and databases sound exciting? Do you need to secure technologies and build resilient software? If yes, then the software security testing path is for you. This course teaches you the necessary security testing skills to conduct professional security assessments in various approaches. As you progress through the course, you will learn the core tenets of software security, build up your own personal security testing lab environment, identify and exploit vulnerabilities, break contemporary security systems, utilize world-famous tools and approaches, and confidently communicate findings to all stakeholders. Upon completion, you will have the foundational knowledge and skills to carry out multiple types of security assessments including penetration testing, security auditing, and code analysis in order to help build secure and resilient software throughout the SLDC. By the end of the course, you will be able to master industry standards and carry out professional assessments to secure technologies, as well as communicate risks to high-level executives, management, and technical staff. Who this book is for This course is designed for penetration testers, software developers, cyber security enthusiasts, and anyone who wants to grow their software security testing skills.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , Mode of access: World Wide Web.
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    Software Architecture Hour with Neal Ford : Architectural Governance with Birgitta Boeckeler (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation with Neal Ford and his guest, Birgitta Boeckler, where they talk about Architectural Governance and how governance is a key part of a successful architect’s job. Governance defines the technical rules and standards within an organization about every aspect of technology, particularly software development. Learn how to define and enforce governance rules. What You Will Learn: What’s coming next with Software Architecture Recommended follow up Read Fundamentals of Software Architecture (book) View Software Architecture Fundamentals Beyond the Basics (video) Attend Software Architecture Superstream Series: Software Architecture Fundamentals 2021 Attend Architecture: The Hard Parts (live online training) Attend Automating Architectural Governance: Agile Engineering in Architecture (live online training)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : How AI Will Change Our World by 2041 with Kai-Fu Lee and Tim O’Reilly (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 5 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: AI is poised to enter into our daily lives on a much bigger scale than ever before, touching everything from education to medicine to entertainment. While the advent of this technology may liberate us from routine work, it will also challenge the current principles of our economic and social order and bring new risks in the form of autonomous weapons and smart technology that inherits human bias. In this edition of Meet the Expert with Kai-Fu Lee—celebrated AI pioneer, former president of Google China, and best-selling author of AI Superpowers—joins in conversation with Tim O’Reilly. They explore predictions from Dr. Lee’s new book, AI 2041: Ten Visions for Our Future, written with science fiction author Chen Qiufan, and discuss how current AI technologies, such as deep learning, computer vision, robotics, autonomous driving, and natural language processing, can give insight to future advances and challenges that will have far reaching impacts across the globe. Recorded on September 9, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed September 9, 2021) , Mode of access: World Wide Web.
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    Times Series Analysis for Everyone (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 6 hr., 2 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 5+ Hours of Video Instruction Overview Times Series Analysis for Everyone LiveLessons covers the fundamental ideas and techniques for the analysis of time series data. This course introduces you to the basic concepts, ideas, and algorithms necessary to develop your own time series applications in a step-by-step and intuitive fashion. The lessons follow a gradual progression, from the more specific to the more abstract, taking you from the very basics to some of the most recent and sophisticated algorithms. About the Instructor Bruno Goncalves is a senior data scientist in the area of complex systems, human behavior, and finance. He has been programming in Python since 2005. For more than ten years, his work has focused on analyzing large-scale social media datasets for the temporal analysis of social behavior. Skill Level Intermediate Learn How To Use Pandas for time series Create visualizations of time series Transform time series data Apply Fourier analysis Utilize time series correlations Understand random walk models Explore and fit ARIMA models Explore and fit ARCH models Integrate machine learning into time series analysis Integrate deep learning into time series analysis Who Should Take This Course Data scientists with an interest in time series data analysis Course Requirements Basic algebra, calculus, and statistics and programming experience Lesson Descriptions Lesson 1: Pandas for Time Series Pandas was originally developed for financial applications. As such, it was developed with time series support from day one. In this lesson we review some of the fundamental features of pandas that we use in the remainder of the course. Lesson 2: Visualizing Time Series Modeling Visualization is a fundamental first step when exploring and understanding a new dataset. Here we visualize and highlight important features of the example time series we will analyze in detail. Lesson 3: Stationarity and Trending Behavior Time series can exhibit characteristic types of behavior, such as trends, seasonal, and cyclical patterns. In this lesson you learn how to identify each of these behaviors and to remove them...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Mastering Core Concepts in Python Functions (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to master key components of Python functions. Topics include: * Input, Output and Unit of Work * Decorators, Yield Statements, Generators, Closures and Nested Functions * Using Github Codespaces and Github Actions * Building Command-line tools * Microservices including Flask and FastAPI * Using AWS Cloud9 along side AWS App Runner
    Note: Online resource; Title from title screen (viewed September 3, 2021) , Mode of access: World Wide Web.
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    Agile Retrospective : Continuous Improvement and Kaizen with Scrum (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803231563
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master Agile Retrospective to boost the efficiency and productivity of your team About This Video A complete overview of the Sprint retrospectives Feel confident in improving the performance of scrum for any software, service, maintenance, or support team Explore Sprint retrospectives that will make your team or business more efficient In Detail Learn how to be confident while conducting Scrum. Whether you are a novice, an expert, or simply someone who wants the answer to the question—what is Sprint Retrospective?—this is definitely the class for you. Sprint Retrospective is a method for boosting your team’s efficiency. The author explains the fundamentals of Agile Retrospective and how to organize Sprint Retrospective at an industrial level in a very simple way. To get the best experience, all you need is a keen interest in Agile Scrum, a real need to improve your team or business, and the desire to improve continuously. Each section features an overview of a particular aspect of holding a Sprint Retrospective and tips to organize it wonderfully. Examples are included throughout the course with interactive and quality resources. Everything is based on real-world experiences. Who this book is for This course is useful for Scrum masters, product owners, business owners, support teams, maintenance teams, service and sales teams, development support teams, and anyone who wants a complete overview of Agile Scrum Retrospectives.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Six Key Elements of MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 30 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn about six key elements of MLOPs based on the best-selling book Practical MLOps Topics include: * Source Code Management * Continuous Integration and Continuous Delivery * Development Environment * Deploy Environment * Microservices including Flask and FastAPI * Business Logic
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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    Computer Vision MVPS (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to build Computer Vision MVPs quickly using AutoML. Topics include: * Getting models into production * Apple Create ML * Google Vertex AI * Image Classification * CoreML * Tensorflow * Rapid Prototyping * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    Open Source Software Superstream Series : Java (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Java’s been around for over a quarter of a century now, but it remains dominant in the world of programming due to its portability, speed, and security. Yet with today’s increased reliance on cloud computing and distributed systems, the language must keep changing to keep pace. In this Superstream event, Java Champions and other experts offer perspectives on topics from concurrency to functional programming, giving insight into how Java is keeping up with the cloud and beyond.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Planning and Control with Oracle Primavera P6 PPM Professional (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811217
    Language: English
    Pages: 1 online resource (1 video file, approximately 17 hr., 54 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: This course covers Primavera P6 Version 8 to Version 20 and explains the differences between the versions About This Video Workshop at the end of every section to reinforce learning Learn project planning and control using Oracle Primavera P6 PPM Professional tool from scratch Advanced features including import/export, activity codes, custom data fields, and global change In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, and collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach students how to use Primavera Project Manager P6 PPM Professional to plan and control their projects efficiently. You will start with getting introduced to the user interface and how to plan projects without resources in Oracle Primavera Project Manager P6 PPM Professional. Then, you will understand filters, layouts, and printing. You will also learn about baselines and updating an unresourced project. You will be creating and assigning roles and resources and controlling projects with resources and costs. Post that, you will be setting up and administering a database. Finally, you will look at the advanced features including import/export, activity codes, custom data fields, and global change. By the end of the course, you will successfully learn how to use Primavera Project Manager P6 PPM Professional Client to plan and control your project efficiently.
    Note: Online resource; Title from title screen (viewed July 30, 2021) , Mode of access: World Wide Web.
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    Formatting, Printing, and Reporting with Oracle Primavera P6 PPM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815611
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 3 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions About This Video Workshop on formatting the bar chart and organizing your data Workshop on filters and printing Workshop on activity codes and User-Defined Fields (UDF) In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, collaboration, and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach participants how projects are planned, scheduled, and controlled, including understanding the project management processes applicable to your projects with Oracle Primavera P6 PPM Professional. You will start with understanding the basics of the software. Moving ahead, you will look at formatting the display aspects of the software. Then you will look at the group, sort, and layouts of this tool. Following that, you will understand, apply, create, and modify filters. After that, you will execute printing, reports, and look at the visualizer. Finally, you will explore other methods of organizing project data. By the end of the course, you will successfully learn how to format, print, and run reports with Oracle Primavera Project Manager P6 PPM Professional Client.
    Note: Online resource; Title from title screen (viewed July 26, 2021) , Mode of access: World Wide Web.
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    Infrastructure & Ops Superstream Series : Microservices & DevOps (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The main reason to pick a microservice architecture is the ability to change things independently. It means getting fixes and updates to software live more quickly, but it can also help improve your organizational autonomy. In these sessions you’ll learn how microservices allow you to own more of the lifecycle of your software, create more products, and get them out faster.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Alteryx Masterclass - Let's Get Started (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074803
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Master the fundamentals of Alteryx for data cleaning and data preparation. About This Video Grasp the fundamentals of Alteryx Clean and prepare data in Alteryx Derive insights from your data In Detail Alteryx is a data preparation and cleaning tool used mainly by data scientists to clean and prepare data. Its effectiveness lies in its user-friendly interface and variety of tools that can be used for data analysis. In this course, you'll learn the fundamentals of Alteryx and work on preparing and deriving insights from your data. You'll begin by getting an introduction to Alteryx and learn how to get your data into Alteryx. You'll learn how Alteryx cleans data in an efficient way, and how to use this to your advantage. You'll use tools such as 'union' and 'replace' to combine and clean your data, 'cross tab' and 'transpose' to pivot your data, and a host of additional useful tools to learn the dynamics of Alteryx. You'll also work on a case study to cement your knowledge of Alteryx. By the end of this course, you'll be a confident data scientist with the knowledge of Alteryx to clean and prepare your data in the best way possible.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    NodeJS, MongoDB, and Express - Beginner to Intermediate JavaScript (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803245232
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Excel in NodeJS, MongoDB, and Express, and improve your JavaScript skills. About This Video Set up MongoDB in the cloud to connect using NodeJS Learn how you can create your own module locally Learn how to send data from a front-end form to Node Express to output to the terminal In Detail This course is split into 7 sections; section 1 is a fast-paced quick introduction to NodeJS and how you start using NodeJS. We discuss what NodeJS is and that it is not a programming language like JavaScript but an interpreter and environment for JavaScript. Moving further with section 2, we explore the fundamentals of JavaScript and writing JavaScript code within the Node. It is loaded with examples about the basics of coding JavaScript . As Node uses JavaScript code, this section will provide a refresher and quick overview of JavaScript, and is designed to cover core JavaScript required for the upcoming sections and writing Node. JavaScript asynchronous programming explains asynchrony in computer programming, refers to the occurrence of events independent of the main program flow and ways to deal with such events, and shows how to add callbacks that run once a stack is complete. Each module in NodeJS has its own context and cannot interfere with other modules. Modules are like libraries that you can include in your application. Node.js has a set of built-in modules you can use without any further installation, such as http, fs, path, and url. Express is a minimal and flexible Node.js web application framework that provides a robust set of features for web and mobile applications. Explore how to set up a web application quickly with Express. Who this book is for To take this course, you will need to have some knowledge of Object-Oriented Programming, if not C#. Even if you do not have much exposure to the .NET development stack, this course is very beginner-friendly and chock-full of development tips. This course is ideal for anyone who wants to learn more about NodeJS, and for JavaScript developers and web developers.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Wes McKinney on Scalable Python You Can Afford (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for this edition of Meet the Expert with Apache Arrow cocreator Wes McKinney to learn considerations and best practices for distributed Python at scale—in a cost-effective way. You’ll explore some of the computational systems challenges that go hand in hand with doing scalable distributed computing in Python and discover how working to improve data processing performance and efficiency in data science tools led Wes to help build the Apache Arrow project. What you’ll learn and how you can apply it Understand common challenges in distributed computing Explore tools and practices for improving data processing performance and efficiency Discover cost-effective considerations for data processing at scale This course is for you because… You want to learn about the fundamental shifts that are transforming the business landscape and customer needs. You want to overcome challenges that arise when working with large amounts of data. You want to discover new open source technologies and learn how to integrate them. Recommended follow-up: Read Python for Data Analysis , third edition (book)
    Note: Online resource; Title from title screen (viewed August 5, 2021) , Mode of access: World Wide Web.
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    Tableau Prep Builder for Beginners – Getting Started (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074889
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A beginner’s guide to using Tableau Prep Builder for data preparation and data cleaning About This Video Learn new ways to easily prepare data by only clicking or drag and drop with Tableau Use different case studies to understand the power of Tableau Prep Builder Perform data preparation and data cleaning with Tableau Prep Builder In Detail Are you interested in data analytics and (self-service BI) business intelligence? Are you already using Tableau or plan to use it soon? You might have already seen Tableau as a visual analytics tool in action. You might have created Tableau dashboards yourself. But as you know, the result of visualizing your data is only the tip of the iceberg. As data analysts spend a huge amount of their time cleaning and preparing data, this process is quite tedious. However, it is most important to get the data cleaned and in the right format. Meet Tableau Prep Builder! A great tool that can help us in doing data preparation/data cleaning fast and efficiently. In this Tableau Prep Builder course, you will learn all you need to know to use the power of Tableau Prep Builder for your own data cleaning tasks. The course is developed for beginners. Hence, no prior knowledge is required even though working with Tableau before would be an advantage. This course will first explore the Tableau Prep Builder interface and then perform three case studies to understand how to use Tableau Prep Builder for data cleaning and data preparation. By the end of this course, you will be able to use the power of Tableau Prep Builder for data cleaning. Who this book is for This course is for all Tableau users who need to do data cleaning. Aspiring data analysts or data scientists or report creators can also benefit from this course. This course is a crash course for beginners; hence, we start from scratch so no specific knowledge is required but you should be familiar with Tableau. Tableau Prep builder 14-day Trial version could be used in case you do not have a license (yet).
    Note: Online resource; Title from title screen (viewed August 27, 2021) , Mode of access: World Wide Web.
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    Strata Data Superstream Series : Data Warehouses, Data Lakes, and Data Lakehouses (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Storing, processing, and moving data in the cloud efficiently and cost-effectively is a must for working with today’s enormous datasets. Data lakes answered the problem of silos found in many data warehouses. But as the pendulum swings back, there's a growing need for an additional solution that combines the strengths of both models, a need that’s led to the emergence of the data lakehouse. But with the number of data storage systems available, it can be hard to figure out which option is right for you. In this event, you'll gain insights on how to increase the scalability, speed, and availability of your data, along with best practices for utilizing your data warehouse, data lake, or data lakehouse. Join in to learn how to make the right decisions for your particular use case. What you’ll learn and how you can apply it Get an overview of the latest technologies for storing and managing your data Learn how to build a performant and scalable data lake Explore design considerations to make your data warehouse robust and reliable Discover the full management, storage, and analytics capabilities of a data lakehouse Understand how to apply data observability principles for your data lake This course is for you because… You need to know the latest trends in storing, processing, and managing data. You want to improve the scalability, speed, and availability of your data. You work with a variety of data sources that need to be pulled together and analyzed. You want to better understand the systems that you already use and learn how to take full advantage of their capabilities. Recommended follow-up: Read Automating the Modern Data Warehouse (report) Read The Enterprise Big Data Lake (book) Read What Is a Data Lake? (report)
    Note: Online resource; Title from title screen (viewed August 10, 2021) , Mode of access: World Wide Web.
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    AWS Step Functions for Optimization (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 26 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use optimization techninques along with AWS Step Functions
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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    Bash Shell Scripting, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 13 min.)
    Edition: 2nd edition
    Keywords: Electronic videos ; local
    Abstract: 8 Hours of Video Instruction Overview Bash is the best way for you to efficiently and effectively execute commands in your daily work. It sounds difficult, but the beauty of Bash is that it is quick, powerful and not particularly complex. Bash Shell Scripting Complete Video Course is a full resource to obtaining the power of Bash. So whether you're new to shell scripting or an experienced developer, administrator, or user, this course will introduce you to the world of efficient scripting so you can get the job done. This 8-hour video course consists of 13 lessons in which all concepts that are relevant to Bash shell scripting are explained. It includes demos and exercises throughout that are relevant to Bash Shell scripting; these examples are relevant for anyone using Bash. This video course was designed to teach through clear training followed by practical examples that show how scripting solutions are being used in the real world. At the end of each lesson you will find an exercise that you should attempt on your own; this is then followed by a video explanation so you can see a real-time walkthrough of the exercise. Doing the work is the best way to learn Bash, and this course provides you with the tools to learn by doing. Topics include Shell scripting fundamentals Using conditional statements Advanced Bash scripting options Real-world scripting examples The GitHub associated with this LiveLesson can be found at https://github.com/sandervanvugt/bash-scripting . About the Instructor Sander van Vugt has many years of experience working with, writing about, and teaching Linux and open-source topics. He is the author of the best-selling Red Hat RHCSA Cert Guide and Red Hat RHCSA Complete Video Course , along with many other titles on topics that include RHCE, Bash, Kubernetes, Ansible, and more. Sander also works as a Linux instructor, teaching on-site and online classes for customers around the world. Skill Level Beginner to Intermediate Learn How To Write Bash script fundamentals Write Bash script fundamentals and advanced commands Write Bash shell scripts on intermediate and advanced commands Write your first hello world shell script See how to work with variables Use positional parameters Apply pattern matching substitution Explore looping structures in shell scripts Who Should Take This Course Developers and administrators who want to automate tasks using Bash shell scripts IT users and professionals who want to g...
    Note: Online resource; Title from title screen (viewed September 1, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : Jen Stirrup on Democratizing AI for the Business (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: If AI is going to be part of everyday life for businesses and citizens alike, it needs to be accessible. So how should organizations move toward AI maturity? And what steps can businesses take to democratize AI while meeting the challenges they’ll encounter along the way? In this Meet the Expert, AI and business intelligence leader Jen Stirrup walks you through a number of different challenges and considerations for the democratization of AI for business—along with approaches for overcoming them. Find out what AI means for the industry, for people’s careers, and for their training opportunities as you explore aspects of AI that you may not have considered yet. Recorded on August 24, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Data Engineering with AWS Step Functions for the impatient (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use AWS Step Functions to solve problems
    Note: Online resource; Title from title screen (viewed September 12, 2021) , Mode of access: World Wide Web.
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    Real World Computer Vision and MLOps Cookbook- Chapter 7 Walkthrough Practical MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 7 of the O'Reilly book Practical MLOps. Learn about real-world computer vision including a recap of Tesla AI day 2021. Topics include: * Getting models into production * Tesla FSD * Tesla Computer Vision * Tesla AI Day * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * AWS App runner * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Business Analytics and Data Science on Day 1 (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to get started on the right setup on your first day as a data scientist or business analytics professional. Topics include: * Business Analytics * Data Science * Google Colab * Jupyter * Github Actions and Github Codespaces * Continuous Integration and Delivery * EDA * GCP * AWS * Azure
    Note: Online resource; Title from title screen (viewed August 28, 2021) , Mode of access: World Wide Web.
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    Zero to One : Data Science to MLOps (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: Data Science to MLOps in One Hour. Learn to frame a problem, then convert it into a data science project and present it to stakeholders. Later, move that prediction system to producting using MLOps Topics include: * Big Tech Misinformation and what can be done about it using Data Science. * Doing MLOps with sklearn and Flask by creating Microservices * Using sklearn, pandas, plotly, matplotlib, KMeans clustering, ELI5, shap and other libraries * Putting code into production using the Python MLOps Cookbook found here: https://github.com/noahgift/data-story-telling
    Note: Online resource; Title from title screen (viewed March 20, 2021) , Mode of access: World Wide Web.
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    Google Apps Script on the New IDE : Complete Course with 100+ Examples (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801074360
    Language: English
    Pages: 1 online resource (1 video file, approximately 21 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Do more with the G Suite applications with the power of scripting About This Video Loaded with 100+ Google Apps Script code examples Build add-ons to extend Google Docs, Sheets, Slides, and Forms Learn to publish web apps—either standalone or embedded in Google sites In Detail Google Apps Script is a rapid application development platform that makes it fast and easy to integrate business applications with Google Workspace. This is a complete hands-on course, loaded with 100s of Google Apps Script coding examples to do amazing things with Google G Suite and sample projects to create advanced functionality with Google apps and Google services. Boost workflow efficiency when working with Google Workspace by automating or streamlining tasks and connect to non-Google services within Google Workspace applications, allowing us to retrieve or upload data from those services into and from Google Workspace. Explore how to deploy your Apps Script project as an add-on extending Google Workspace. In this course, we will explore how to create and release functionalities within our G Suite apps. We’ll add custom menus, dialogs, and sidebars to Google Docs, Sheets, and Forms; publish web apps—either standalone or embedded in Google sites; create customized user interfaces that are directly integrated into Google Workspace applications. By the end of this course, you will become an expert in Google Apps Script.
    Note: Online resource; Title from title screen (viewed June 24, 2021) , Mode of access: World Wide Web.
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    Full-Stack React with Spring Boot (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 11 hr., 32 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. 11 Hours of Video Instruction Build full-stack applications using React and Spring Boot. Overview: In recent years, React has emerged as a popular lightweight framework for implementing compelling web-based user interfaces. Using React you can easily integrate with back-end services via REST APIs, and Spring Boot is an excellent framework for implementing REST services. Spring Boot also provides an extremely efficient way to implement data-access logic to access a wide range of relational and NoSQL databases. This course explains how to dovetail React and Spring Boot to implement solid, performant, and extensible full-stack solutions. It is full of hands-on demos with in-depth explanations so you can see first-hand how to successfully build full-stack applications using React and Spring Boot. Taught by experienced trainer and author, Andy Olsen, this course is your complete guide to mastering React and Spring Boot systems to enable you to create enticing user interfaces with a solid and well-structured back end. Download the code files associated with this LiveLesson from https://www.informit.com/store/full-stack-react-with-spring-boot-livelessons-video-9780137508891 . About the Instructor Andy Olsen †is a freelance consultant, instructor, and developer with more than 30 years of experience in IT. Andy began his professional career as a C/C++ developer and morphed into Java, C#, and other languages as the years and decades passed by. Andy is actively involved in a wide range of technologies including full-stack development, cloud native applications, data science, and more. Andy is passionate about technology education and runs training courses around the world across diverse market sectors. You can find Andy here: https://www.linkedin.com/in/andy-olsen-481496/ http://olsensoft.com/ Topics include Creating and running Spring Boot web applications Defining and managing components Accessing relational and NoSQL databases Implementing and consuming REST services Creating a React front end Consuming a REST API from React Implementing a compelling UI in React Skill Level: Intermediate Learn How To Create a ...
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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    Baselines and Updating a Project with Oracle Primavera P6 PPM (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801810388
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 34 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Primavera P6 Version 8 to Version 20, this module explains the differences between the versions. About This Video Learn how to create baselines and update a project using Project Manager P6 PPM Professional Workshop on how WBS and LOE activities work, and create and assign a baseline Workshop on the project’s progress and compare with the baseline set In Detail Primavera is an enterprise project portfolio management software. It includes project management, scheduling, risk analysis, opportunity management, resource management, collaboration and control capabilities, and integrates with other enterprise software such as Oracle and SAP’s ERP systems. This course aims to teach participants how to baseline and update an un-resourced project with Oracle Primavera P6 PPM Professional. You will start with understanding date fields, followed by scheduling options – general tab. The topics that you will learn further are setting the baseline and limitations on viewing baseline data, practical methods of the recording process and understanding the concepts, updating the schedule, progress spotlight and update progress, suspend and resume, scheduling the project, comparing progress with the baseline, progress line display on the Gantt chart, checking list before updating schedule, in-progress schedule checklist, and corrective actions. By the end of the course, you will successfully learn how to set baseline, compare with the baseline, and update an un-resourced project with Oracle Primavera P6 PPM Professional.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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    The Complete iOS 14 / iOS 13 Developer Course - and SwiftUI (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071246
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn iOS 14 development with Swift 5 + Xcode 12. Build apps, games (Instagram, Foursquare, and more), and also discover SwiftUI About This Video One year web hosting from Eco Webhosting Get 300$ worth of visuals to use in your app design Pass and get CCA Certification participation for Swift Level 1 and Swift Level 2 for free In Detail Do you know why application development with Swift is gaining a huge popularity? The reason being programming in Swift will bring down the cost of software development, the speed of implementation, and the possibility of further innovation. In this course, you are going to write real-life example apps, games, clones, and much more. You will learn and practice all details of Swift 5 and iOS development during these projects and challenges and will also get introduced to SwiftUI. The topics that will be covered are Swift 5 beginner to advanced techniques, layout, push notifications, Parse, Firebase, Cocoapods, OneSignal, maps, core data, JSON and API, Back4App servers, social media development, ML, augmented reality, games with Sprite Kit, SwiftUI, design essentials with Adobe XD, widgets, and app storage. You are also going to work on projects such as Art Book, Catch the Kenny, Currency Converter, Travel Book, Foursquare Clone, Instagram Clone, Snapchat Clone, Angry Bird Clone, Image Recognition App, and so much more. We are going to cover both Firebase and Parse with their latest and most updated versions! By the end of the course, you will be able to write and design a real app and upload it to the AppStore at the end of this course. When you finish this course, you will be able to understand how you can write any iOS app you want.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Practical WebRTC : A Complete WebRTC Bootcamp for Beginners (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801810012
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 27 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: The most practical WebRTC course on the Internet. Master this technology of the future by making two real-world apps About This Video Understand what WebRTC is and how it works Build two practical WebRTC applications (a real-time chat app and a video chat application) Use WebSockets and Signaling Server while building the applications In Detail WebRTC is one of the most revolutionary technologies of the present. It is widely used in popular applications such as Discord, Zoom, and Google Meet. The use cases of WebRTC go beyond communication as it is also behind gaming consoles such as Google Stadia, and can be used for untapped use cases such as peer-peer file sharing. WebRTC is not just the present, it is also the future as we shift more and more towards cloud infrastructure. The true potential of WebRTC is limited primarily due to the lack of knowledge around the subject. WebRTC is a culmination of the development of Internet technology over the last 20 years. It uses several protocols, which makes it a complex technology to learn. The goal of this course is to smoothen this learning curve while not losing focus on the concepts that make it such a powerful technology. This is a very practical-oriented course. We learn what is WebRTC, why it is important, how it works, and cover the different protocols used in WebRTC. Followed by building two real-world applications: a real-time chat application as well as a video chat application. By the end of this course, you will be able to work with WebRTC and build your own application.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    How to Become a Software Developer from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801812566
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 9 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn the basics of software applications and the basics of technologies such as Java, Spring, JavaScript, Git, and Docker. About This Video Most relevant concepts and methodologies for our daily work: scrum, extreme programming, teamwork Learn the basics of technologies that every software developer needs to know A sample enterprise-class web application with a complete source code and business case explanation In Detail Software development is the process of conceiving, specifying, designing, programming, documenting, testing, and bug fixing involved in creating and maintaining applications, frameworks, or other software components. This course is split into 6 modules to help you become a professional developer of enterprise web applications. In the first module, we will start by talking about the IT industry in general. In the second module, we will talk about our daily work: how we work in teams and how important teamwork is. In the third module, we will set up a complete local development environment and demonstrate a sample enterprise-class web application—all to give you an impression of what it looks like. In the fourth module, we will have an introduction to the most essential technologies: programming in Java, Spring enterprise framework, front-end development (JavaScript and Angular), version control systems, databases, networks, and infrastructure. In the fifth module, we will go through a couple of more advanced topics, to inspire you and to give you a strong foundation to further develop your skills. We will finish this course with some practical tips about job interviews, sample tasks that you might expect on your first day at a new job, and a couple of learning tips.
    Note: Online resource; Title from title screen (viewed July 28, 2021) , Mode of access: World Wide Web.
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    Full Stack Web Development Bootcamp with React and Python (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801811040
    Language: English
    Pages: 1 online resource (1 video file, approximately 20 hr., 25 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Practical full-stack web development Bootcamp with JavaScript, React, Python, Flask, API, Git, and VS Code About This Video Easy and complete practical course Connect frontend application written in React with backend application written in Python Includes Visual Studio Code, Git and GitHub, JavaScript, NPM, React, and Python crash courses In Detail This is a practical React and Python Flask full-stack web development Bootcamp where you will start with building real applications from the first lecture. The application will consist of the frontend and backend parts. The front end will be built using JavaScript React. The backend API will be built using Python Flask. During the creation of the frontend app, you will perform the following practical tasks: - Initialize a React app using create-react-app - Create different React components - Use useEffect and useState React hooks - Adjust favicon.ico in the frontend app - Create and insert an svg logo - Make an API request to the Unsplash API - Use React props and state While making an API app, you will perform the following practical tasks: - Create a Python virtual environment using pipenv - Install and use Python packages such as Flask, dotenv, and requests - Create Flask routes - Make external API calls from the Flask app - Accept requests from the clients You will also learn how to use the following applications: - Visual Studio Code - Git and GitHub - Postman By the end of this course, you will become a full-stack web developer with practical knowledge about JavaScript React and Python Flask.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Bad Programming 101 - Part 2 : Become a Better Coder by Learning How (Not) to Program (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271537
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 15 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to avoid bad programming practices that create low-quality code that is difficult to maintain or test, and exhibits properties such as brittleness, low comprehensibility, and high defect density. This video takes a humorous slant on the typical programming practice manual by reversing the usual approach. Its approach is to jokingly assume that you wish to be an agent of chaos and sneak bad code into a software project in order to ruin its chances of success, or frustrate your colleagues by producing unreadable, error-prone garbage. Under this pretense, the video teaches how to avoid the kind of bad habits that introduce bugs or cause code contributions to be outright rejected. The bad practices are organised into topics that form the basis of programming (layout, variables, loops, etc.). At the end of each topic, a more serious voice chimes in temporarily to explain why the ‘advice’ just given is actually poor and suggests some better alternative practices. By sourcing classic programming guidebooks, empirical studies, and a range of coding conventions from some of the most successful software projects, this video explains the reasoning behind good programming practices. These topics form the basis of good programming style and are important for anyone embarking on a career in professional programming or wishing to contribute to a software project. Normally, beginner programmers learn these good practices by going through a period of making mistakes and learning from them. This video helps to shorten that learning process by teaching a core of good practices and will enable you to become a productive programmer faster. This video – Part 2 of the series – focuses on coding practices at the ‘modular scale’, i.e. at the level of organisational building blocks such as subroutines and classes. What You Will Learn Become a better coder by learning how (not) to program Choose your tools wisely Think of programming as problem solving Discover the consequences of a program’s appearance and overall structure Avoid bad habits and common mistakes See how poor error-handling makes for unstable programs Who This Video Is For You should have some practical programming knowledge (i.e. you can program in at least one programming language), but little to no professional experience. You are either still undergoing training in software development, or are at the beginning of your programming career. You have, at most, 1-2 years of professional experience.
    Note: Online resource; Title from title screen (viewed July 13, 2021) , Mode of access: World Wide Web.
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    Adobe XD for Web Design : Essential Principles for UI and UX (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803230979
    Language: English
    Pages: 1 online resource (1 video file, approximately 9 hr., 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn responsive web design, UI, and UX principles, prepare the design for coding, increasing sales via a great design About This Video A complete web design project, from start to finish, both the desktop and the responsive versions Learn UI and UX principles that will help you design any website, no matter the style or client How to understand what clients want and how to help them achieve their goals In Detail Create beautiful and responsive website designs in Adobe XD. Adobe XD is the next big thing in terms of design tools. It makes you look like a professional designer even if you are just a beginner. Start right now and take your designs to another level. This course will show you how you can design a beautiful website from scratch without any previous experience. This course will cover essential exercises that will teach you how to work like a professional; a complete web design project, from start to finish, both the desktop version and the responsive version; how to prepare the design for coding; how to understand what clients want and how to help them achieve their goals; and UI and UX principles that will help you design any website, no matter the style or client. This course is designed for anyone who is interested in web design—from beginners to professionals, from designers to coders, from business owners to someone who is looking to start a new career or earn some money. At the end of this course, you will not only have a beautiful project for your portfolio but also a deep understanding of what makes a website design successful.
    Note: Online resource; Title from title screen (viewed July 29, 2021) , Mode of access: World Wide Web.
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    Fast, documented Machine Learning APIs with FastAPI (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 40 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Use FastAPI to expose an HTTP API for fast live predictions using an ONNX Machine Learning Model. FastAPI is a Python web framework that provides easy development of documented HTTP APIs by offering self-documented endpoints with Swagger - a tool to describe, document, and use RESTful web services. Learn how to quickly put together an API which validates requests, and self-documents its endpoints using OpenAPI via Swagger. Quickly produce a robust interface for others to consume your Machine Learning model by following core best-practices of MLOps. Parts of this video cover the basics of packaging Machine Learning models, as covered in the Practical MLOps book. Topics include: * Create a Python project to serve live predictions using FastAPI * Use a Dockerfile to package the model and the API using Docker containerization * With minimal Python code, expose an ONNX model to perform sentiment analysis over an HTTP endpoint * Dynamically interact with the API using the self-documented endpoint in the container. Useful links: * Demo Github Repository with sample code * Practical MLOps book * FastAPI Intro tutorial * RoBERTa ONNX Model for sentiment analysis
    Note: Online resource; Title from title screen (viewed July 16, 2021) , Mode of access: World Wide Web.
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    Introduction to MLOps Walkthrough (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 46 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: A walkthrough of Chapter 1 of the O'Reilly book Practical MLOps. Topics include: * DevOps * MLOps * DataOps * ML Platforms * Sagemaker * Continuous Integration and Continuous Deployment * MLOps cookbook * ML Engineering * Data Engineering * Spark * GCP * Azure * Containers * Kaizen
    Note: Online resource; Title from title screen (viewed July 31, 2021) , Mode of access: World Wide Web.
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    Writing Secure Code in ASP.NET (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803246123
    Language: English
    Pages: 1 online resource (1 video file, approximately 5 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn about the security capabilities that .NET provides out of the box, how they work, and how to implement them properly About This Video Become a professional by performing secure coding practices Build effective security controls to protect against breaches and malicious hackers Use labs to enhance your learnings In Detail With the growing need for cybersecurity across the world, developers who have mastered cyber resilience get ahead. Secure coding in ASP.NET is an instrumental pathway for all developers who wish to build secure and cyber-resilient software. This course will enable you as a professional to execute secure coding practices, identify vulnerabilities in the code, remediate identified weaknesses, design with security in mind, and build effective security controls to protect against breaches and malicious hackers. You will learn about ASP.NET security fundamentals, security features, common approaches to secure development and methodologies, common technical vulnerabilities, design flaws, and business logic issues. You will master the tools and skills needed in order to secure software early in the SLDC, such as identifying common vulnerabilities (SQL Injections, IDOR, XSS, Command Injection, and more!), applying world-famous tools to aid you in building secure software, automating security tests, planning remediation efforts, and integrating best practices in all development efforts. By the end of the course, you will be able to execute secure coding practices like a professional. Who this book is for This course is designed for .NET developers, software developers, cyber security enthusiasts, or for anyone who would like to grow their secure coding skills in ASP .NET.
    Note: Online resource; Title from title screen (viewed August 31, 2021) , Mode of access: World Wide Web.
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    TCP/IP Fundamentals LiveLessons, 2nd Edition (2021)
    [Erscheinungsort nicht ermittelbar] : Cisco Press | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 53 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Almost 9 Hours of Video Instruction Overview TCP/IP Fundamentals LiveLessons provides almost 9 hours of video learning that encompasses an in-depth exploration of the foundational concepts of the TCP/IP protocols as used today in modern enterprise and cloud provider networking. This course is specifically geared toward younger adult learners as well as individuals who are transitioning into a new career in information It is a great first taste into networking and internetworking, and serves as a great prequel to any Network+ or CCNA-type course. The course offers a clear and easily digestible introduction and explanation of the protocols, services, and behaviors of the modern TCP/IP implementation. Michael Shannon uses slides, interactive board work, and whiteboards and provides several demonstrations of the technology on modern Windows, Linux, and Amazon Web Service environments. Michael J. Shannon has more than 25 years of IT and information system experience working as an employee, contractor, and consultant for companies like MCI, Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, Skillsoft, and of course Pearson. He is uniquely qualified to provide detailed explanations to help you understand exactly what is happening under the hood when accessing the Internet, whether it’s using a corporate PC, laptop, mobile device, or even your web-enabled alarm! This course is a great first step in the process for entry-level IT certifications such as CompTIA Network+, A+, Cisco CCNA, Juniper, PAN, and cloud services like Google Cloud Platform and Amazon Web Services. About the Instructor Michael J. Shannon began his IT career when he transitioned from recording studio engineer to network technician for a major telecommunications company in the early 1990s. He soon began to focus on security and was one of the first 10 people to attain the HIPAA Certified Security Specialist. Throughout his 30 years in IT he has worked as an employee, contractor, and consultant for numerous companies, including Platinum Technologies, Fujitsu, IBM, State Farm, MindSharp, Pearson, and Skillsoft. Skill Level Beginner/entry-level What You Will Learn A complete overview of all TCP/IP fundamentals About ground-level Internet technology and general networking Who Should Take This Course The target audience for this course consists of anyone who wants to learn about the foundation of the Internet and the World Wide Web. It is a great introductory course and an excel...
    Note: Online resource; Title from title screen (viewed August 11, 2021) , Mode of access: World Wide Web.
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    Software Architecture Hour : Incremental Architecture with Allen Holub (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 59 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Join us for a special conversation on incremental architecture with Neal Ford and software architect and Agile-transformation pro Allen Holub. They’ll explain why you should create an architecture incrementally as you work so that you can easily modify that architecture as new requirements emerge—and discuss how to do so. (The solution is to build around a domain-focused metaphor that allows for incremental changes while maintaining coherence throughout.) Neal and Allen will spend a few minutes covering the fundamentals of incremental architecture, then tell you what you need to know to stay ahead of the curve. What you’ll learn and how you can apply it Learn the benefits of incremental architecture Understand how to create your architecture incrementally See what’s coming next with software architecture This recording of a live event is for you because… You’re looking for ways to build an architecture that can evolve with the changing needs of your business. Recommended follow-up: Read Fundamentals of Software Architecture (book) Read Building Evolutionary Architectures (book) Read RESTful Web Microservices Cookbook (book) Explore Software Architecture Fundamentals Beyond the Basics (video course) Attend Software Architecture Superstream: Software Architecture Fundamentals—Comparing Architectural Styles (September 15) Take Architecture: The Hard Parts (live online training course with Mark Richards and Neal Ford)
    Note: Online resource; Title from title screen (viewed September 2, 2021) , Mode of access: World Wide Web.
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    Microsoft Azure Storage - The Complete Guide (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781803247700
    Language: English
    Pages: 1 online resource (1 video file, approximately 4 hr., 6 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Begin your journey in the field of cloud storage in Microsoft Azure with this complete guide. This course is a one-stop-shop to gain this necessary and in-demand skill from scratch. About This Video A clear understanding of Azure cloud and storage concepts with real-world scenarios Full of hands-on instructions, interesting and illustrative examples, and clear explanations Project-based learning to explore new concepts in Azure cloud In Detail One of the most critical tasks is choosing the right storage solution. Well, it is rightly so because storage is that much important. Choosing the right storage solution helps organizations ensure that their content is available globally and can be delivered smoothly and rapidly. Correct storage selection can also help reduce the operational costs associated with managing data. Storage has a direct influence on your project cost, customer experience, application availability, and reliability. Also, in the era of work-from-home, you want to manage your storage right from your home office enjoying a nice cup of coffee. So, you expect your ideal storage to be allowing you to connect over the public internet in most cases. This course is dedicated to the Microsoft Azure storage solution. You will learn how to deploy storage account, create containers, file shares, and migrate your data from scratch. Not just this but you will also explore various storage tools such as AzCopy, File Sync, Storage Explorer, and more. We take the security of your data very seriously. So, at every step, you will understand in crisp clear terms what are the security recommendations associated with each of the storage components discussed in the course. Who this book is for This course can be taken by absolute beginners including candidates with non-technical backgrounds, such as those involved in selling or purchasing and involved with cloud-based solutions/services, as well as those with a technical background who have a need to validate their foundational-level knowledge around cloud services and Azure. A system administrator using cloud services in their day-to-day life will benefit the most. You should have the zeal to learn new concepts and stay up to date with technology and some basic awareness of cloud concepts is recommended but not mandatory.
    Note: Online resource; Title from title screen (viewed August 25, 2021) , Mode of access: World Wide Web.
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    Microservices .NET Core Masterclass (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815956
    Language: English
    Pages: 1 online resource (1 video file, approximately 22 hr., 11 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local ; Electronic videos
    Abstract: Learn to build, manage, and deploy the microservices using .NET Core. About This Video Strongly practical course about implementing and managing the microservices Making use of cloud-agnostic, open-source tools to build, monitor, test, and deploy the microservices Discussing and resolving real-life challenges when it comes to building distributed systems In Detail Building the microservices is not an easy job. Whenever it comes to any type of distributed system design, challenges such as data consistency, dealing with network issues or latencies, security, testing, monitoring, tracing, deploying and orchestrating the set of independent applications might quickly become a very complex and overwhelming task. Not only should the software engineer be aware of the typical web API design but such an engineer should also understand very well the event-driven architecture, messaging infrastructure, consistency models, contract testing, or the observability patterns to be able to properly implement and then deploy the microservices. The aim of this course is to provide specialized knowledge about dealing with such challenges and also introduce a set of open-source, cloud-agnostic tools (Consul, Grafana, Prometheus, Jaeger) that might be of great use when developing distributed applications. Who this book is for The course is dedicated for both, the developers who are starting their microservices journey as well as experienced programmers who would like to organize their knowledge and learn about the practical patterns, techniques, and tools to solve the challenges related to building distributed systems.
    Note: Online resource; Title from title screen (viewed August 30, 2021) , Mode of access: World Wide Web.
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    KNIME for Data Science and Data Cleaning (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071413
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 50 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Perform data science with KNIME. Learn how to do data cleaning, AI machine learning, ETL, and data preprocessing with KNIME About This Video No coding required Solve data cleaning challenges together and enhance your basic KNIME skills Learn the fundamentals for NLP tasks in KNIME using only KNIME nodes In Detail Data cleaning is always a big hassle, especially if we are short on time and want to deliver crucial data analysis insights to our audience. KNIME makes the data prep process efficient and easy. With KNIME, you can use the easy-to-use drag-and-drop interface, if you are not an experienced coder. But if you know how to work with languages such as R, Python, or Java, you can use them as well. This makes KNIME a truly flexible and versatile tool. In this course, we will learn how to use additional helpful KNIME nodes not covered in the other two classes. Solve data cleaning challenges together for different datasets. Use pre-trained models in TensorFlow in KNIME (involves Python coding). Also, learn the fundamentals for NLP tasks (Natural Language Processing) in KNIME using only KNIME nodes (without any additional coding). By the end of this course, you will be able to use KNIME for data cleaning and data preparation without any code. Who this book is for This course is designed for aspiring data scientists and data analysts who want to work smarter, faster, and more efficiently. This course is also for anyone who wants to learn how to effectively clean data or encounter various data issues (for example, format) in the past and is looking for a solid solution, and who is familiar with KNIME as no basics are covered in this course. Basic knowledge of machine learning is certainly helpful for the later lectures in this course. Note: Tableau Desktop and Microsoft Power BI Desktop are optional.
    Note: Online resource; Title from title screen (viewed August 24, 2021) , Mode of access: World Wide Web.
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    Spring Boot Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801070737
    Language: English
    Pages: 1 online resource (1 video file, approximately 2 hr., 19 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Leverage the rich Spring ecosystem to create complex and secure applications with Spring Boot About This Video Create and publish Spring Boot projects Examine existing Spring Boot projects and troubleshoot issues Create projects out of various technologies using starter dependencies In Detail Spring Boot provides some impressive features to simplify writing your code, and does so with minimal effort. It is the fastest way to get a Spring application up and running with the fewest lines of code and the least configuration. It aims to make development easy so that you can create production-grade applications and services. This course begins by helping you configure Spring Boot, then shows you a practical implementation of its various features. Then, you will work on running and debugging Spring Boot apps in the IDE. Following that, you’ll learn the foundations of the Spring Boot platform and understand its operations. Afterwards, you’ll understand layered architecture basics and how Spring Boot lets us create layered applications built on top of Spring. You’ll also see how autoconfiguration works and understand how to use it and troubleshoot it where required. Finally, you’ll be injecting properties into Spring-managed beans and publishing Spring events to ApplicationListeners. By the end of the course, you will get hands-on knowledge of running and debugging Spring Boot applications in the IDE. You will also be able to publish these applications on a website.
    Note: Online resource; Title from title screen (viewed April 27, 2021) , Mode of access: World Wide Web.
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    Meet the Expert : What to Do When AI Fails with Andrew Burt and Patrick Hall (2021)
    [Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Artificial intelligence and machine learning have at least one thing in common with traditional software systems: they fail. AI failures might consist of discriminatory behavior, privacy violations, or even security breaches that can lead to lawsuits, regulatory fines, and more. So what can organizations do to avoid these pitfalls? In this Meet the Expert with Andrew Burt and Patrick Hall—the cofounders of bnh.ai, a boutique law firm focused on AI and analytics—learn how to prevent the inevitable failures in your ML systems from spiraling into full-blown AI incidents. As you explore a new approach to incident response specifically tailored to AI, you’ll learn when and why AI creates liability for the organizations that employ it and how those organizations should react when their AI causes major problems. Recorded on May 13, 2021. See the original event page for resources for further learning or watch recordings of other past events . O'Reilly Meet the Expert explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions.
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
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    Multipeer Connectivity in Xcode : Creating a Chat App for iOS (2021)
    [Erscheinungsort nicht ermittelbar] : Apress | Boston, MA : Safari
    Details
    ISBN: 9781484271278
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Create a simple chat app for iOS using the Multipeer Connectivity framework. Multipeer Connectivity is an important development in the latest iOS. Using this framework, you’ll provide users an interactive way to communicate and exchange data between each other. You'll see how to set one of the users as the host, and allow other users to join the hosted chat. Then each participant will be able to send a message in a shared room between all of the users. You’ll achieve this by implementing the Multipeer Connectivity framework, setting up the room protocols, and creating pathways for the exchange of data with users in the room. Learn how to create multi-screen apps; save simple data, such as a person’s screen name, indefinitely; and add a few storyboard elements, such as buttons and textfields. Finally, this video gives you a skeleton for creating other apps, such as a multiplayer game linked between different devices. What You Will Learn Create basic Xcode projects for iOS Implement the Multipeer Connectivity framework Create host and guest functionality and exchange data between devices Who This Video Is For Developers with more advanced skills in Xcode and Swift.
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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    Building an Interpreter from Scratch (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801071338
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 0 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Build and understand a full programming language semantics. About This Video Learn about basic expressions and variables in interpreters Learn about functions and functional programming Learn about object-oriented programming In Detail How do programming languages work under the hood? What's the difference between compiler and interpreter? What is a virtual machine and JIT-compiler? And what about the difference between functional and imperative programming? There are so many questions when it comes to implementing a programming language! In this course, we will learn about compilers and AST interpreters and virtual machines. We will further explore basic expressions and variables in interpreters and learn about variables and environments. We will also explore built-in and native functions, user-defined functions, and call stack and recursive calls. Lastly, we will learn about OOP, class inheritance, and code isolation. By the end of the course, we will implement a full AST interpreter for our programming language.
    Note: Online resource; Title from title screen (viewed April 22, 2021) , Mode of access: World Wide Web.
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    Think like a VC for your Career (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 14 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to think like a Venture Capitalist about your career and design for failure. Topics include: * Cost of Living * Open Source Software * Investments * Designing your 1-3 year experiences * Being proactive vs reactive
    Note: Online resource; Title from title screen (viewed April 28, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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    Scraping Websites with Python (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 60 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sometimes scraping is the only way to extract meaningful data when there are no options like an accessible API. Parsing raw HTML can be intimidating and full of failures if you aren't used to existing tooling that can help you parse faster and more efficiently. In this video, learn all the basics including some advanced techniques to parse HTML and extract data with the Scrapy library in Python. k Topics include: * Install, configure, and create a new project with Scrapy, a powerful scraping library written in Python * See what is required to start parsing a website, including looking at raw HTML, tags, and CSS. * Identify data to create a dataset or datasets to perform data science analysis later * Capture parsed data and save it in different formats locally * Ultra fast scraping techniques by using the filesystem directly A few resources that are helpful if you are trying to do scraping, some of them covered in the course: * Scrapy Library * Scrapy Getting started tutorial
    Note: Online resource; Title from title screen (viewed May 13, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 88
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    Google VS Apple AutoML Computer Vision (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 1 hr., 18 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use Google AutoML to build a computer vision prediction model via their Qwiklabs website. Later, compare Apple's CreateML with the same data set and build an AutoML prediction model that deploy to the edge. Topics include: * Google AutoML * Apple CreateML * Apple CoreML * Computer Vision * Cloud Computing * Single label image classification * Using AutoML as a prototyping Tool * Edge Computer Vision Models
    Note: Online resource; Title from title screen (viewed May 15, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 89
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    Spring MVC With Spring Boot (All Modules) and Project (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801072687
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 21 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enter the world of Spring MVC by learning Spring Data JPA and Spring Security the easy way About This Video Gain knowledge about Spring MVC and Spring Boot Understand interceptors and request handling Understand key annotations and handling exceptions In Detail Spring MVC with Spring Boot is a course on learning all key Spring framework features to develop robust enterprise-grade web applications. Spring MVC is a collection of Spring projects (including Spring Web, Spring Data, Spring Security, and others) that we can use to create very robust and secure enterprise Java applications and follow the ‘Model View Controller design pattern. Spring MVC relies on the core principles of Spring frameworks such as IOC, Dependency Injection, and more. This course will cover everything you need to start working on real-time Spring-based projects. This course will also cover all the prerequisite concepts so that you don’t have to learn anything new beyond this course. At the end of the course, we will combine all the modules we have learned and create a real-time Todo application from scratch.
    Note: Online resource; Title from title screen (viewed May 28, 2021) , Mode of access: World Wide Web.
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  • 90
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    Packaging Machine Learning Models with Docker (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: One of the important aspects of MLOps, also known as Machine Learning Operations or Operationalizing Machine learning, is to package ML models. How exactly do you package ML models? In this video I show you exactly what that means, and go through the process of packaging an ONNX model taken from the ONNX Model Zoo. I end up with a docker container that can be shared, exposing an API that is ready to consume and perform live predictions for sentiment analysis. Topics include: * What are the concepts behind packaging Machine Learning Models * Create a sentiment analysis API tool with Flask * Define dependencies and a Dockerfile for packaging * Create a container with an ONNX model that can be deployed anywhere with an HTTP API A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * The RoBERTa ONNX Model * Schema labeling concetps for Docker containers * The Practical MLOps code respository full of examples
    Note: Online resource; Title from title screen (viewed May 27, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 91
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    Learn to pass ANY AWS Certification Exam (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to pass ANY AWS Certification Exam on the first try. Topics include: * AWS Certifications * AWS Certified Cloud Practitioner * AWS Exam Guide * AWS White Papers * AWS Sample Questions * AWS Cloud Shell * AWS Unofficial Questions * AWS Academy
    Note: Online resource; Title from title screen (viewed June 6, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 92
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    The Complete Intermediate Android Masterclass (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801077897
    Language: English
    Pages: 1 online resource (1 video file, approximately 13 hr., 22 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn intermediate Android concepts such as content providers, services, broadcast receivers, room database, and WorkManager API About This Video Build a strong foundation in intermediate Android development Fully and deeply understand how activities and fragments work Build solid, robust Android applications using Android development best practices In Detail Android app development will open many doors for you since Android is the most popular operating system in the world. Many courses focus on the basics of Android development, which is great for the beginner; however, at some point in your journey, you’ll find yourself needing more intermediate to advanced Android topics. This is the course you’ve been looking for! The course is structured in such a way to improve your knowledge retention—by having a lot of hands-on projects. Each section in this course will give you an opportunity to practice and build something meaningful that will aid your understanding of intermediate Android development even further. There are quizzes, assignments, and challenges as well. If you are looking for a course that takes your pre-existing Android knowledge to the next level, then this is definitely the course for you. By the end of this course, you will be able to build a strong foundation in intermediate Android development and become an intermediate to advanced Android developer.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 93
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    MLOps with AWS App Runner (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 24 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to use AWS App Runner to do an MLOps workflow that deploys a Flask Microservice that running sklearn. This tutorial walks you through how to deploy code from the O'Reilly book Practical MLOps using the AWS App Runner Service. Topics include: * MLOps * AWS App Runner * Container as a Service * Python * Flask * Microservice * Sklearn * Machine Learning Engineering
    Note: Online resource; Title from title screen (viewed May 23, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 94
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    Red Hat Certified Specialist in Containers and Kubernetes Complete Video Course : Red Hat EX180 (2021)
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 47 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Red Hat Certified Specialist in Containers and Kubernetes Complete Video Course: Red Hat EX180
    Note: Online resource; Title from title screen (viewed July 7, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 95
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    Learn Vue.js Essentials (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 43 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Sneak Peek The Sneak Peek program provides early access to Pearson video products and is exclusively available to Safari subscribers. Content for titles in this program is made available throughout the development cycle, so products may not be complete, edited, or finalized, including video post-production editing. Nearly 4 Hours of Video Instruction Shaun Wassell covers what developers need to successfully create and manage front-end codebases using Vue.js, currently one of the most popular front-end JavaScript frameworks. Description Vue allows developers to create beautiful, performant, and easily maintainable websites incredibly quickly. It also has the added benefit of allowing developers to incorporate the code into their sites incrementally. For some time, Vue.js was almost hidden in obscurity by the overwhelming amount of attention given to React and Angular. But lately, the number of people talking about, writing about, and building great apps with Vue.js has exploded. Vue.js is an incredibly simple and approachable framework. It works well when simply adding interactivity to a page, and it is more than appropriate for “full-scale” apps. Learn Vue.js Essentials LiveLessons is a hands-on, comprehensive guide to learning and mastering the Vue library, including screen-casting, slides, and hands-on coding demonstrations. Download the code associated for this LiveLesson from https://github.com/shaunwa/vue-livelessons About the Instructor Shaun Wassell is a senior software developer who specializes in full-stack development and software architecture. He manages teams of developers, as well as teaches many hundreds of thousands more how to create enterprise-ready applications. Shaun’s online courses have more than 300,000 learners, largely because of his passion for development and his focus on helping people apply their programming skills in the real world. He is a life-long programmer and problem-solving addict whose goal is to help people solve meaningful problems by mastering the art of software development. Please don’t hesitate to get in touch with him about any opportunities or if you’d like to stay up-to-date on his other courses and live trainings. Skill Level Beginner to Intermediate What You Will Learn Code a full-scale Vue application Build and deploy this application so that it can be accessed from anywhere Learn to recognize good and bad patterns in Vue code Use composition to increase code reuse and fle...
    Note: Online resource; Title from title screen (viewed July 8, 2021) , Mode of access: World Wide Web.
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  • 96
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    Creating APIs with Python - Django REST Framework (2021)
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    Details
    ISBN: 9781801815390
    Language: English
    Pages: 1 online resource (1 video file, approximately 3 hr., 1 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Make RESTful web APIs for mobile applications and front-end JavaScript frameworks with JSON, XML, CSV, and authentication tokens About This Video Learn what REST APIs are and how to use them Create a Reddit clone with API calls to make and delete posts, vote on posts, and more Add API functionality to an existing Django project In Detail Django REST framework is a powerful and flexible toolkit for building web APIs. In this course, we'll be using the Django REST framework to create Python APIs. We’ll first learn what REST APIs are and how to use them. Then we’ll move on to creating a Reddit clone with API calls to make and delete posts, vote on posts, and more. Then, in section 3, we'll add API functionality to an existing Django project. In this case, we will use a Todo Woo project; you can practice with any of your existing Django projects. By the end of the course, you will be able to create APIs with Python using Django REST Framework.
    Note: Online resource; Title from title screen (viewed June 28, 2021) , Mode of access: World Wide Web.
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  • 97
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    AWS Sagemaker Autopilot from Zero (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 37 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Learn to AWS Sagemaker Autopilot from zero and deploy a model to production.
    Note: Online resource; Title from title screen (viewed June 29, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 98
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    Zero to One : AWS Lambda with SAM and Python in One Hour (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 44 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Zero to One: AWS Lambda with SAM and Python in One Hour. Learn to use AWS Cloud9 to develop serverless applications with Python and SAM (Serverless Application Model) Topics include: * Building a Lambda inside of Cloud9 * Deploying a containerized service to Amazon ECR and AWS Lambda * Invoking API Gateway based AWS Lambda services using sam invoke and AWS Cloud9
    Note: Online resource; Title from title screen (viewed April 3, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 99
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    Functional Test Matrix with Tox (2021)
    [Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 45 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: Enhance testing Python projects by adding Tox, a testing management tool that can easily create test matrices. In this video course, learn how to use different functional test strategies and expand basic unit testing by combining different software versions. Topics include: * Use Pytest for fast verification of unit tests * Detect missing dependencies that can get packaged and released even when tests are passing * Build a test matrix by adding factors and combinatorial versions by leveraging Tox to avoid boilerplate configuration * Use different Python versions to test the same code
    Note: Online resource; Title from title screen (viewed March 18, 2021) , Mode of access: World Wide Web.
    URL: lizenzpflichtig
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  • 100
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    Probability and Statistics for Machine Learning (2021)
    [Erscheinungsort nicht ermittelbar] : Addison-Wesley Professional | Boston, MA : Safari
    Details
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 58 min.)
    Edition: 1st edition
    Keywords: Electronic videos ; local
    Abstract: 9 Hours of Video Instruction Hands-on approach to learning the probability and statistics underlying machine learning Overview Probability and Statistics for Machine Learning (Machine Learning Foundations) LiveLessons provides you with a functional, hands-on understanding of probability theory and statistical modeling, with a focus on machine learning applications. About the Instructor Jon Krohn is Chief Data Scientist at the machine learning company untapt. He authored the book Deep Learning Illustrated , an instant #1 bestseller that has been translated into six languages. Jon is renowned for his compelling lectures, which he offers in person at Columbia University and New York University, as well as online via O'Reilly, YouTube, and the SuperDataScience podcast. Jon holds a PhD from Oxford and has been publishing on machine learning in leading academic journals since 2010; his papers have been cited over a thousand times. Skill Level Intermediate Learn How To Understand the appropriate variable type and probability distribution for representing a given class of data Calculate all of the standard summary metrics for describing probability distributions, as well as the standard techniques for assessing the relationships between distributions Apply information theory to quantify the proportion of valuable signal that's present among the noise of a given probability distribution Hypothesize about and critically evaluate the inputs and outputs of machine learning algorithms using essential statistical tools such as the t -test, ANOVA, and R-squared Understand the fundamentals of both frequentist and Bayesian statistics, as well as appreciate when one of these approaches is appropriate for the problem you're solving Use historical data to predict the future using regression models that take advantage of frequentist statistical theory (for smaller data sets) and modern machine learning theory (for larger data sets), including why we may want to consider applying deep learning to a given problem Develop a deep understanding of what's going on beneath the hood of predictive statistical models and machine learning algorithms Who Should Take This Course You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities You're a software developer who would lik...
    Note: Online resource; Title from title screen (viewed May 5, 2021) , Mode of access: World Wide Web.
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