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1. |
Record Nr. |
UNINA9910457040803321 |
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Autore |
Di Gropello Emanuela |
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Titolo |
Skills for the labor market in Indonesia [[electronic resource] ] : trends in demand, gaps, and supply / / Emanuela di Gropello, with Aurelien Kruse and Prateek Tandon |
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Pubbl/distr/stampa |
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Washington, D.C., : World Bank, 2011 |
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ISBN |
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1-283-06604-1 |
9786613066046 |
0-8213-8615-8 |
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Descrizione fisica |
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1 online resource (385 p.) |
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Collana |
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Directions in development : human development |
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Altri autori (Persone) |
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KruseAurelien |
TandonPrateek |
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Disciplina |
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Soggetti |
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Labor market - Indonesia |
Skilled labor - Indonesia |
Occupational training - Indonesia |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Trends in demand for skills in Indonesia -- Drivers of demand for skills in Indonesia -- A skills mismatch? -- Ability to produce a skilled labor force -- An overview of the Indonesian formal education sector -- Skilling the unskilled and updating the skills of the labor force -- A brief overview of the Indonesian non formal education and training system and on-the-job training. |
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Sommario/riassunto |
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In Indonesia, the past two decades have been a time of great progress but also massive transformations and abrupt setbacks. In this context, this book reviews the main characteristics of - and trends in - demand for skills in Indonesia. It seeks to document the existence of a possible skills mismatch between employer demands and the available supply, the contribution of the education and training sector to this mismatch, and possible measures to improve the education and training system?s responsiveness to what the labor market and the economy need. In today?s job market in Indonesia, there ap |
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2. |
Record Nr. |
UNISA990005865290203316 |
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Autore |
BELGIORNO, Vincenzo |
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Titolo |
Tecniche per la valutazione di impatto ambientale / V. Belgiorno, V. Naddeo, T. Zarra |
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Pubbl/distr/stampa |
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ISBN |
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Descrizione fisica |
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Altri autori (Persone) |
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NADDEO, Vincenzo |
ZARRA, Tiziano |
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Disciplina |
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Soggetti |
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Valutazione di impatto ambientale |
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Collocazione |
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333.714 BEL 1 |
333.714 BEL 2 |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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3. |
Record Nr. |
UNINA9910502639203321 |
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Autore |
Trendafilov Nickolay |
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Titolo |
Multivariate Data Analysis on Matrix Manifolds : (with Manopt) / / by Nickolay Trendafilov, Michele Gallo |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2021 |
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ISBN |
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Edizione |
[1st ed. 2021.] |
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Descrizione fisica |
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1 online resource (467 pages) |
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Collana |
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Springer Series in the Data Sciences, , 2365-5682 |
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Disciplina |
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Soggetti |
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Mathematics - Data processing |
Global analysis (Mathematics) |
Manifolds (Mathematics) |
Computer science - Mathematics |
Computational Mathematics and Numerical Analysis |
Global Analysis and Analysis on Manifolds |
Mathematical Applications in Computer Science |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Introduction -- Matrix analysis and differentiation -- Matrix manifolds in MDA -- Principal component analysis (PCA) -- Factor analysis (FA) -- Procrustes analysis (PA) -- Linear discriminant analysis (LDA) -- Canonical correlation analysis (CCA) -- Common principal components (CPC) -- Metric multidimensional scaling (MDS) and related methods -- Data analysis on simplexes. |
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Sommario/riassunto |
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This graduate-level textbook aims to give a unified presentation and solution of several commonly used techniques for multivariate data analysis (MDA). Unlike similar texts, it treats the MDA problems as optimization problems on matrix manifolds defined by the MDA model parameters, allowing them to be solved using (free) optimization software Manopt. The book includes numerous in-text examples as well as Manopt codes and software guides, which can be applied directly or used as templates for solving similar and new problems. The first two chapters provide an overview and essential background for studying MDA, giving basic information and notations. Next, it |
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considers several sets of matrices routinely used in MDA as parameter spaces, along with their basic topological properties. A brief introduction to matrix (Riemannian) manifolds and optimization methods on them with Manopt complete the MDA prerequisite. The remaining chapters study individual MDA techniques in depth. The number ofexercises complement the main text with additional information and occasionally involve open and/or challenging research questions. Suitable fields include computational statistics, data analysis, data mining and data science, as well as theoretical computer science, machine learning and optimization. It is assumed that the readers have some familiarity with MDA and some experience with matrix analysis, computing, and optimization. . |
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