Conducted in
terms:
2021/2022-Z, 2021/2022-L, 2022/2023-L, 2023/2024-L
ECTS credits:
4
Language:
Polish
Big Data & Data Mining I-TT-NM3O>ZBDiED
This course has not yet been described...
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Term 2021/2022-Z:
None |
Course coordinators
Term 2021/2022-L: | Term 2021/2022-Z: | Term 2022/2023-L: | Term 2023/2024-L: |
<b>Final assessment</b>
(in Polish) Na podstawie średniej ocen zaliczeniowych i egzaminu
<b>Prerequisites</b>
(in Polish) Bazy danych, Podstawy programowania
<b>Basic literature</b>
Term 2022/2023-L: (in Polish) 1. J. P. Lander, R dla każdego. Warszawa: Wydawnictwo Naukowe PWN, 2020.
2. P. Biecek, Przewodnik po pakiecie R. Warszawa: O'Reilly, 2017.
3. A. Kołodziej, R w naukach społecznych. Kraków: Wydawnictwo Uniwersytetu Jagiellońskiego, 2019.
4. F. Nielsen, Praktyczne uczenie maszynowe w języku R. Gliwice: Helion, 2021.
| Term 2023/2024-L: (in Polish) 1. Inmon W. H.: "Building the Data Warehouse", John Wiley & Sons, Inc., 2002
2. Ch. Todman: "Projektowanie hurtowni danych", WNT, Warszawa 2003
3. Dokument: "Preparing and Mining Data with Microsoft® SQL Server™ 2000 and Analysis Services"
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<b>Supplementary literature</b>
Term 2022/2023-L: (in Polish) "Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery" autorstwa Williamsa, Grahama J., wyd. Springer, 2011.
"Data Mining for the Masses" autorstwa Dr Matthew A. North, | Term 2023/2024-L: (in Polish) 1. Kimball R., Ross M.: "The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling", John Wiley & Sons, Inc., 2013
2. Han J., Kamber M., Pei J.: "Data Mining: Concepts and Techniques", Morgan Kaufmann, 2011
3. Inmon W. H., Hackathorn R.: "Using the Data Warehouse", John Wiley & Sons, Inc., 2007
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<b>Other information</b>
(in Polish) 1. Strona internetowa Apache Hadoop: [https://hadoop.apache.org/](https://hadoop.apache.org/)
2. Strona internetowa Apache Spark: [https://spark.apache.org/](https://spark.apache.org/)
Learning outcomes
Knowledge
Related directional learning outcomes:
IF2A_W10
Verification metods:
Knowledge
Related directional learning outcomes:
IF2A_W10
Verification metods:
Knowledge
Related directional learning outcomes:
IF2A_W10
Verification metods:
Skills
Related directional learning outcomes:
IF2A_U18
Verification metods:
Skills
Related directional learning outcomes:
IF2A_U15
Verification metods:
Skills
Related directional learning outcomes:
IF2A_U22
Verification metods:
Social competence
Related directional learning outcomes:
IF2A_K04
Verification metods: