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Advanced Practical Course Data Science (Winter 2021/2022): Difference between revisions

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Advanced Practical Course Data Science (Winter 2021/2022) (view source)

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|credits=180h, 6 ECTS
|credits=180h, 6 ECTS
|module=M.Inf.1800 Fortgeschrittenen Praktikum Computernetzwerke
|module=M.Inf.1800 Fortgeschrittenen Praktikum Computernetzwerke
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]; [http://www.net.informatik.uni-goettingen.de/?q=people/fabian-wölk MSc. Fabian Wölk]
|lecturer=[http://134.76.18.81/?q=people/prof-dr-xiaoming-fu Prof. Xiaoming Fu]; [http://www.net.informatik.uni-goettingen.de/?q=people/weijun-wang MSc. Weijun Wang]
|ta=TBD
|ta=Guanxiong Luo, Weijun Wang
|time=Friday 16:00 - 18:00
|time=Friday 16:00 - 18:00
|place=(online)
|place=(online)
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|{{Hl2}} |'''What?'''
|{{Hl2}} |'''What?'''
|-
|-
| align="right" | 15.04.2021
| align="right" | 29.10.2021
| Lecture 1: Introduction & The Data Science Pipeline
| Lecture 1: Introduction  
|-
|-
| align="right" | 22.04.2021
| align="right" | 05.11.2021
| No lecture (Girls Day)
| Lecture 2: The Data Science Pipeline
|-
|-
| align="right" | 29.04.2021
| align="right" | 12.11.2021
| Lecture 2: The Python Data Science Stack - Task 1: Release
| No Lecture
|-
|-
| align="right" | 06.05.2021
| align="right" | 19.11.2021
| Task 1: Intermediate meeting
| Lecture 3: The Python Data Science Stack - Task 1: Release
|-
|-
| align="right" | 13.05.2021
| align="right" | 26.11.2021
| No lecture (Ascension Day)
| No lecture  
|-
|-
| align="right" | 20.05.2021
| align="right" | 03.12.2021
| Lecture 3: Advanced Algorithms for Data Science // Task 1 report submission //Task 2: release
| Lecture 4: Video analysis in smart city - Task 2: Release
|-
|-
| align="right" | 27.05.2021
| align="right" | 10.12.2021
| Lecture 4: Evaluation and Tuning of Models
| TBD
|-
|-
| align="right" | 06.03.2021
| align="right" | 17.12.2021
| No lecture
| TBD
|-
|-
| align="right" | 10.06.2021
| align="right" | 24.12.2021
| No lecture  
| No lecture  
|-
|-
| align="right" | 17.06.2021
| align="right" | 31.12.2021
| No lecture   
| No lecture   
|-
|-
| align="right" | 24.06.2021
| align="right" | 07.01.2022
| // Task 3: release // Task 2 report submission
|-
| align="right" | 01.07.2021
| No lecture
| No lecture
|-
|-
| align="right" | 08.07.2021
| align="right" | 14.01.2022
| Task 3: Intermediate meeting
| Task 3 released.
|-
|-
| align="right" | 15.07.2021
| align="right" | 23-25.02.2022
| Final Presentation (TBD)
| Final Presentation
|-
|-
| align="right" | 22.07.2021
| align="right" | 28.02.2022
| Final Presentation (TBD)
|-
| align="right" | 31.09.2021
| Final Report deadline (Including report and code)
| Final Report deadline (Including report and code)
|-
|-
|}
|}


==Grading==
==Grading==
* Participation: 50%
* Participation:  
** Task 1: 20%
** Task 1:
** Task 2: 30%
** Task 2:  
** Task 3:


* Presentation: 20%
* Presentation:  
**Present on your work with a slide to the audience (in English).
**Present on your work with a slide to the audience (in English).
**20 minutes of presentation followed by 10 minutes Q &A for one student.
**20 minutes of presentation followed by 10 minutes Q &A for one student.
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Note: The team needs to clearly introduce the division of their work, and both team members need to present their respective work and answer questions. 
Note: The team needs to clearly introduce the division of their work, and both team members need to present their respective work and answer questions. 


* Final report: 30%
* Final report:  
The report must be written in English according to common guidelines for scientific papers, 6-8 pages for a student and 12-16 pages for a team of content (excluding bibliography, etc.) in double-column latex.  
The report must be written in English according to common guidelines for scientific papers, 6-8 pages for a student and 12-16 pages for a team of content (excluding bibliography, etc.) in double-column latex.  
Please note that you can not directly copy content from papers or webpages, as this will be considered plagiarism, and we will treat it seriously. All quoted images and tables need to indicate their source.
Please note that you can not directly copy content from papers or webpages, as this will be considered plagiarism, and we will treat it seriously. All quoted images and tables need to indicate their source.
The source code, data (or URL of data) and a manual should be uploaded with the report.
The source code, data (or URL of data) and a manual should be uploaded with the report.
==Schedule==
{| {{Prettytable|width=}}
|-
|{{Hl2|width =0.2}} |'''Time'''
|{{Hl2|width =0.5}} |'''Topic'''
|{{Hl2}} |'''Output'''
|-
| align="right"|
w1
| Lecture I:
| No
|-
| align="right"|
w2
| Lecture II:
|
|-
| align="right"|
w3-4
|
| No
|-
| align="right"|
w5-8
|
Task 1:
|
|-
| align="right"|
w8 (9th June)
|
Discussion on Task 1
|NO
|-
| align="right"|
w9-13
|Task 2
|Report
|-
| align="right" |
17.08
|  Final presentations
|
|-
| align="right" |
24.08
|  Final report
|
|-
|}
Wwang
100

edits

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