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mds:ddam:start
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| Entrambe le parti precedenti la revisione Revisione precedente Prossima revisione | Revisione precedente | ||
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mds:ddam:start [03/11/2020 alle 23:51 (3 anni fa)] Roberto Trasarti [Registro delle Lezioni - Lessons log (in english)] |
mds:ddam:start [30/09/2021 alle 08:25 (3 anni fa)] Roberto Trasarti [Registro delle Lezioni - Lessons log (in english)] |
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| Linea 14: | Linea 14: | ||
| ===== Orario Lezioni - Lessons Schedule ===== | ===== Orario Lezioni - Lessons Schedule ===== | ||
| ^ Giorno ^ Ora ^ Luogo ^ | ^ Giorno ^ Ora ^ Luogo ^ | ||
| - | |Monday|14: | + | |Monday|14: |
| - | |Wednesday|14:15 - 16:00| On-Line| | + | |Thursday|11:15 - 13:00 |M1 & Microsoft Teams | |
| - | **Prima Lezione - First Lecture: | + | **Prima Lezione - First Lecture: |
| - | + | ||
| - | Link teams classroom: https:// | + | |
| ===== Scopo del Corso - Aim of the course ===== | ===== Scopo del Corso - Aim of the course ===== | ||
| Linea 31: | Linea 29: | ||
| === Syllabus: === | === Syllabus: === | ||
| - | |||
| * Motivations: | * Motivations: | ||
| Linea 45: | Linea 42: | ||
| * Data Analysis with Spark | * Data Analysis with Spark | ||
| * Data Mining and Machine Learning with Spark | * Data Mining and Machine Learning with Spark | ||
| + | * Spark SQL | ||
| + | * Spark Streaming | ||
| * Example on how to prepare a project | * Example on how to prepare a project | ||
| - | ===== Registro delle Lezioni - Lessons log (in english) ===== | + | (Slides and materials on Microsoft Teams channel: https:// |
| - | (Slides and materials: in the teams classroom repository) | ||
| - | * Wednesday 16/09 - Parallel Computation basic concepts, Map Reduce I (lecture 1) | ||
| - | * Wednesday 23/09 - Map Reduce II, Access to Servers (lecture 2) | ||
| - | * Wednesday 30/09 - Map Reduce III, Spark I (lecture 3) | ||
| - | * Monday 5/10 - Spark II (lecture 4) | ||
| - | * Wednesday 7/10 - Exercises (lecture 5) | ||
| - | * Monday 12/10 - Spark SQL (lecture 6) | ||
| - | * Wednesday 14/10 - MLlib I (lecture 7) | ||
| - | * Monday 19/10 - MLlib II + Exercises (lecture 8) | ||
| - | * Wednesday 21/10 - Exercises/ | ||
| - | * //Break!// | ||
| - | * Wednesday 4/11 - Mlib + Spark Streaming (lecture 10) | ||
| - | * Monday 9/11 - Datasets presentation from Kaggle (Students presentation) | ||
| - | * Wednesday 11/11 - Project objectives presentation (Students presentation) | ||
| - | * Monday 16/11 - Open Lab | ||
| - | * Wednesday 18/11 - Open Lab | ||
| - | * Monday 23/11 - Open Lab | ||
| - | * Wednesday 25/11 - Open Lab | ||
| - | * Monday 30/11 - Open Lab | ||
| - | * Wednesday 2/12 - Open Lab | ||
| - | * Monday 7/12 - Project Alignment II | ||
| | | ||
| ===== Metodo di valutazione - Examination process ===== | ===== Metodo di valutazione - Examination process ===== | ||
| - | Students groups made of 3 o 4 students (max) develop a project (report + short slide presentation); \\ | + | Students groups made of 3 o 4 students (max) develop a project (report + python notebooks); \\ |
| - | Every student perform individual test (multiple choices). \\ | + | |
| - | Final grade will result from a combination of project mark (70% of the final grade) and individual test mark (30%). | + | |
| ==== Laboratory ==== | ==== Laboratory ==== | ||
| Linea 82: | Linea 58: | ||
| ===== Software & Links ===== | ===== Software & Links ===== | ||
| - | * Python website: http:// | + | * Python website: http:// |
| * Installing Hadoop single node on your machine (without VM): https:// | * Installing Hadoop single node on your machine (without VM): https:// | ||
| * Spark http:// | * Spark http:// | ||
| Linea 89: | Linea 65: | ||
| ====== Edizioni Precedenti ====== | ====== Edizioni Precedenti ====== | ||
| ^ Pagina dedicata ^ Anno accademico di riferimento ^ | ^ Pagina dedicata ^ Anno accademico di riferimento ^ | ||
| - | | [[mds:ddam:ddam20192020|Distributed Data Analysis and Mining]] | 2019-2020 | | + | | [[mds:ddam:ddam20202021|Distributed Data Analysis and Mining]] | 2020-2021 | |
mds/ddam/start.txt · Ultima modifica: 30/09/2021 alle 08:25 (3 anni fa) da Roberto Trasarti
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