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teaching:infoh419 [2018/08/30 14:56] ezimanyi [Books and other lecture material] |
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| ===== Grading ===== | ===== Grading ===== | ||
| - | * [[https://dl.dropboxusercontent.com/u/5119252/DW/2013/description.pdf|Group project]] (30%) | + | * Group project (30%) |
| * Written exam (70%) | * Written exam (70%) | ||
| * the exam is open book; notes and books can be used. Laptops and other electronic devices are not allowed. | * the exam is open book; notes and books can be used. Laptops and other electronic devices are not allowed. | ||
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| In the course, the main concepts of multidimensional databases will be covered and illustrated using the SQL Server tools. Complimentary to the course, IBM and Teradata will give invited lectures. | In the course, the main concepts of multidimensional databases will be covered and illustrated using the SQL Server tools. Complimentary to the course, IBM and Teradata will give invited lectures. | ||
| - | ===== Books and other lecture material ===== | + | ===== Books ===== |
| * [[https://www.springer.com/9783642546549|Data Warehouse Systems: Design and Implementation]] by Aljeandro A. Vaisman and Esteban Zimányi. Springer, 2014. | * [[https://www.springer.com/9783642546549|Data Warehouse Systems: Design and Implementation]] by Aljeandro A. Vaisman and Esteban Zimányi. Springer, 2014. | ||
| * [[http://www.morganclaypool.com/doi/abs/10.2200/s00299ed1v01y201009dtm009|Multidimensional Databases and Data Warehousing]] by Cristian S. Jensen, Torben Bach Pedersen, and Christian Thomsen. Morgan & Claypool Publishers. | * [[http://www.morganclaypool.com/doi/abs/10.2200/s00299ed1v01y201009dtm009|Multidimensional Databases and Data Warehousing]] by Cristian S. Jensen, Torben Bach Pedersen, and Christian Thomsen. Morgan & Claypool Publishers. | ||
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| * White and Research Papers | * White and Research Papers | ||
| * Two survey papers: [[https://dl.dropbox.com/u/5119252/DW/papers/chaudhuri.pdf|paper 1]], [[https://dl.dropbox.com/u/5119252/DW/papers/olap.pdf|paper 2]] | * Two survey papers: [[https://dl.dropbox.com/u/5119252/DW/papers/chaudhuri.pdf|paper 1]], [[https://dl.dropbox.com/u/5119252/DW/papers/olap.pdf|paper 2]] | ||
| - | * Slides (via detailed schedule) | ||
| * [[https://www.springer.com/9783540744047|Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications]], Elzbieta Malinowski, Esteban Zimányi, Springer, 2008 | * [[https://www.springer.com/9783540744047|Advanced Data Warehouse Design: From Conventional to Spatial and Temporal Applications]], Elzbieta Malinowski, Esteban Zimányi, Springer, 2008 | ||
| * The Data Warehouse Toolkit, 2nd Ed., Kimball and Ross, Wiley, 2002 | * The Data Warehouse Toolkit, 2nd Ed., Kimball and Ross, Wiley, 2002 | ||
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| * Data Warehousing Fundamentals For IT Professionals. 2nd edition. Paulraj Ponniah, Wiley, 2010 | * Data Warehousing Fundamentals For IT Professionals. 2nd edition. Paulraj Ponniah, Wiley, 2010 | ||
| - | ==== Prerequisites ==== | + | ==== Extra Resources ==== |
| + | [[http://www.teradatauniversitynetwork.com/|Teradata University Network]] For the 2013-2014 academic year, the student password is 'UnifiedDataArchitecture' | ||
| + | |||
| + | ===== Prerequisites ===== | ||
| * Database System Concepts (Sixth Edition) by Silberschatz, Korth, and Sudarshan. McGraw-Hill (2011) [A copy of the book is available - ask the lecturer] | * Database System Concepts (Sixth Edition) by Silberschatz, Korth, and Sudarshan. McGraw-Hill (2011) [A copy of the book is available - ask the lecturer] | ||
| * ER-modeling: Chapter 7 | * ER-modeling: Chapter 7 | ||
| * Keys and functional dependencies: Section 8.3.1 | * Keys and functional dependencies: Section 8.3.1 | ||
| * BCNF: 8.3.2 | * BCNF: 8.3.2 | ||
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| + | ===== Course Slides ===== | ||
| + | |||
| + | * {{teaching:infoh419:dw00-refresher.pdf|Refresher Databases}} | ||
| + | * {{teaching:infoh419:dw01-introduction.pdf|Introduction}} | ||
| + | * {{teaching:infoh419:dw02-cubes.pdf|Cubes}} | ||
| + | * {{teaching:infoh419:dw03-dfm.pdf|Dimension Fact Model}} | ||
| + | * {{teaching:infoh419:dw04-logicalmodel.pdf|Logical Model}} | ||
| + | * {{teaching:infoh419:dw05-dimensionchanges.pdf|Dimension Changes}} | ||
| + | * {{teaching:infoh419:dw06-etl.pdf|ETL}} | ||
| + | * {{teaching:infoh419:dw07-viewmaterialization.pdf|View Materialization}} | ||
| + | * {{teaching:infoh419:dw08-indexing.pdf|Indexing}} | ||
| + | * {{teaching:infoh419:dw09-aggregatecomputation.pdf|Aggregate Computation}} | ||
| + | * {{teaching:infoh419:dw10-conclusion.pdf|Conclusion}} | ||
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| ===== Software ===== | ===== Software ===== | ||
| * For the exercises we use the SQLServer tools: MS SQLServer, SS Intergration Services, SS Analysis services, and SS Reporting Services\\ | * For the exercises we use the SQLServer tools: MS SQLServer, SS Intergration Services, SS Analysis services, and SS Reporting Services\\ | ||
| - | === Extra Resources === | + | |
| - | [[http://www.teradatauniversitynetwork.com/|Teradata University Network]] For the 2013-2014 academic year, the student password is 'UnifiedDataArchitecture' | + | |