Difference between revisions of "Data Analysis for Smart Agriculture"
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|20/09/2024 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=d43307bf17ad62febc945f1a2f775edd Principle of Data Strategy] | |20/09/2024 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=d43307bf17ad62febc945f1a2f775edd Principle of Data Strategy] | ||
|- | |- | ||
| − | |23/09/2024 || Monday || 16:30-18:00 || 25.1.5 || Filippo Renga|| [Data Valorization] | + | |23/09/2024 || Monday || 16:30-18:00 || 25.1.5 || Filippo Renga|| [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=9ed007711a59991ab4ae5819f879cf8b Data Valorization] |
|- | |- | ||
| − | |27/09/2024 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga|| | + | |27/09/2024 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga|| Introduction to projects and project groups |
|- | |- | ||
|30/09/2024 || Monday || --- || --- || Students|| Use case search ... | |30/09/2024 || Monday || --- || --- || Students|| Use case search ... | ||
|- | |- | ||
| − | |04/10/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli|| [Intro to python] | + | |04/10/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli|| [https://politecnicomilano.webex.com/webappng/sites/politecnicomilano/recording/047e8acd0f5243b1bff38995bb782ec2/playback Intro to python] |
|- | |- | ||
| − | |07/10/2024 || Monday || 16:30-18:00 || 25.1.5 || | + | |07/10/2024 || Monday || 16:30-18:00 || 25.1.5 || Mirko Usuelli|| [https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/playback/41da2c8c3e02461ba8606bfeaf01fac2 Intro to Panda] and [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=33ab5a6c5d1fdf055ed1cb1e02773ba9 Data Cleaning] |
|- | |- | ||
| − | |11/10/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli|| | + | |11/10/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli|| Data Clinic and Project Clinic |
|- | |- | ||
|14/10/2024 || Monday || --- || --- || Students|| Use case search ... | |14/10/2024 || Monday || --- || --- || Students|| Use case search ... | ||
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|18/10/2024 || Friday || --- || --- || Students|| Use case search ... | |18/10/2024 || Friday || --- || --- || Students|| Use case search ... | ||
|- | |- | ||
| − | |21/10/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci|| Flipped Class on Regression | + | |21/10/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci|| Flipped Class on Regression and Data Sources |
|- | |- | ||
| − | |25/10/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli|| [Regression with Scikit] | + | |25/10/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli|| [https://politecnicomilano.webex.com/weblink/pmtg/adaf70e54fcc403590f519cdd04c955b Regression with Scikit] |
|- | |- | ||
|28/10/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci + Filippo Renga|| Project presentations | |28/10/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci + Filippo Renga|| Project presentations | ||
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|18/11/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci|| Flipped Class on Clustering | |18/11/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci|| Flipped Class on Clustering | ||
|- | |- | ||
| − | |22/11/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli || [ | + | |22/11/2024 || Friday || 14:30-16:00 || 7.1.2 || Mirko Usuelli || [Clustering with Scikit] |
|- | |- | ||
| − | |25/11/2024 || Monday || 16:30-18:00 || 25.1.5 || Filippo Renga || Project clinic | + | |25/11/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci + Filippo Renga || Project clinic |
|- | |- | ||
|29/11/2024 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci || SAL on Processing | |29/11/2024 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci || SAL on Processing | ||
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|16/12/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci || Project clinic | |16/12/2024 || Monday || 16:30-18:00 || 25.1.5 || Matteo Matteucci || Project clinic | ||
|- | |- | ||
| − | |20/12/2024 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga + Mirko Usuelli || Exam | + | |20/12/2024 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci + Filippo Renga + Mirko Usuelli || Exam |
|- | |- | ||
|} | |} | ||
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Here the slides used during classes | Here the slides used during classes | ||
* [[Media:DASA_2024_2025_Course_Intro.pdf |[2024/2025] Course Intro]] by Matteo Matteucci and Filippo Renga | * [[Media:DASA_2024_2025_Course_Intro.pdf |[2024/2025] Course Intro]] by Matteo Matteucci and Filippo Renga | ||
| + | * [[Media:DASA_2024_2025_Data_Strategy.pdf |[2024/2025] Principles of Data Strategy]] by Filippo Renga | ||
| + | * [[Media:DASA_2024_2025_Data_Valorization.pdf |[2024/2025] Data valorization]] by Filippo Renga | ||
| + | * [[Media:DASA_2024_2025_Projects.pdf |[2024/2025] Introduction to projects]] and [[Media:DASA_2024_2025_Groups.pdf |groups]] by Filippo Renga | ||
| − | Last year material | + | Last year material for flipped classes!!! |
| − | + | <!-- * [[Media:DASA_2023_2024_SmartAgriFood.pdf |[2023/2024] Smart Agrifood Scenario]] by Filippo Renga --> | |
| − | * [[Media:DASA_2023_2024_SmartAgriFood.pdf |[2023/2024] Smart Agrifood Scenario]] by Filippo Renga | + | <!-- * [[Media:DASA_2023_2024_Projects.pdf |[2023/2024] Introduction to projects]] by Filippo Renga --> |
| − | * [[Media:DASA_2023_2024_Projects.pdf |[2023/2024] Introduction to projects]] by Filippo Renga | + | |
| − | + | ||
* [[Media:DASA_2023_2024_Data_Analysis.pdf |[2023/2024] Intro to Data Analysis]] by Matteo Matteucci | * [[Media:DASA_2023_2024_Data_Analysis.pdf |[2023/2024] Intro to Data Analysis]] by Matteo Matteucci | ||
* [[Media:DASA_2023_2024_Regression.pdf |[2023/2024] Intro to Regression]] by Matteo Matteucci | * [[Media:DASA_2023_2024_Regression.pdf |[2023/2024] Intro to Regression]] by Matteo Matteucci | ||
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You can find here the [https://polimi365-my.sharepoint.com/:f:/g/personal/10104160_polimi_it/EtBdrLCOiXtAgNeKY8ITy1EBwGD2biBGyYyCEdmqVV--Nw?e=ipQVhH Material for practicals!] | You can find here the [https://polimi365-my.sharepoint.com/:f:/g/personal/10104160_polimi_it/EtBdrLCOiXtAgNeKY8ITy1EBwGD2biBGyYyCEdmqVV--Nw?e=ipQVhH Material for practicals!] | ||
| + | |||
| + | <!-- | ||
| + | https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/f727748222e9103bb3fe005056815a1e/playback?from_login=true | ||
| + | https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/56324a504bf2103cb6afba6a9e22d3c3/playback | ||
| + | https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/d95903004e5e103cbff08649325104d1/playback | ||
| + | https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/55a063f753df103cbe77bada9b8da9ca/playback | ||
| + | https://politecnicomilano.webex.com/recordingservice/sites/politecnicomilano/recording/cae5cd076468103c92ef1a396010afd2/playback | ||
| + | --> | ||
===Some data sources=== | ===Some data sources=== | ||
Revision as of 18:17, 18 November 2024
The following are last-minute news you should be aware of ;-)
* 16/09/2024: The course starts today!
Contents
Course Aim & Organization
Teachers
The course is composed of a blending of lectures and labs by the course teachers and a teaching assistant.
- Matteo Matteucci: the teacher from DEIB
- Filippo Renga: the teacher from DIG
- Mirko Usuelli: the teaching assistant
Course Program
Detailed course schedule
Lecture are:
* On Monday, in room 25.1.5, starts at 16:30 ends at 18:00 * On Friday, in room 7.1.2, starts at 14:30 ends at 16:00
A detailed schedule follows:
| Date | Day | Time | Room | Teacher | Topic |
| 16/09/2024 | Monday | 16:30-18:00 | 25.1.5 | ALL | Course Intro |
| 20/09/2024 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga | Principle of Data Strategy |
| 23/09/2024 | Monday | 16:30-18:00 | 25.1.5 | Filippo Renga | Data Valorization |
| 27/09/2024 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga | Introduction to projects and project groups |
| 30/09/2024 | Monday | --- | --- | Students | Use case search ... |
| 04/10/2024 | Friday | 14:30-16:00 | 7.1.2 | Mirko Usuelli | Intro to python |
| 07/10/2024 | Monday | 16:30-18:00 | 25.1.5 | Mirko Usuelli | Intro to Panda and Data Cleaning |
| 11/10/2024 | Friday | 14:30-16:00 | 7.1.2 | Mirko Usuelli | Data Clinic and Project Clinic |
| 14/10/2024 | Monday | --- | --- | Students | Use case search ... |
| 18/10/2024 | Friday | --- | --- | Students | Use case search ... |
| 21/10/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci | Flipped Class on Regression and Data Sources |
| 25/10/2024 | Friday | 14:30-16:00 | 7.1.2 | Mirko Usuelli | Regression with Scikit |
| 28/10/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci + Filippo Renga | Project presentations |
| 01/11/2024 | Friday | --- | --- | Students | Use case search ... |
| 04/11/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci | Flipped Class on Classification |
| 08/11/2024 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga | SAL on Data Sources |
| 11/11/2024 | Monday | --- | --- | Students | Use case search ... |
| 15/11/2024 | Friday | 14:30-16:00 | 7.1.2 | Mirko Usuelli | [Classification with Scikit] |
| 18/11/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci | Flipped Class on Clustering |
| 22/11/2024 | Friday | 14:30-16:00 | 7.1.2 | Mirko Usuelli | [Clustering with Scikit] |
| 25/11/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci + Filippo Renga | Project clinic |
| 29/11/2024 | Friday | 14:30-16:00 | 7.1.2 | Matteo Matteucci | SAL on Processing |
| 02/12/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci | Project clinic |
| 06/12/2024 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga + Mirko Usuelli | Project clinic |
| 09/12/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci | Project clinic |
| 13/12/2024 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga + Mirko Usuelli | SAL on Data Value |
| 16/12/2024 | Monday | 16:30-18:00 | 25.1.5 | Matteo Matteucci | Project clinic |
| 20/12/2024 | Friday | 14:30-16:00 | 7.1.2 | Matteo Matteucci + Filippo Renga + Mirko Usuelli | Exam |
Course Evaluation and Project Clinics
The course is intended to be a hands-on practical project course, students are expected to face a project "in group".
During project clinics meeting students have the opportunity to work together on the projects and/or to talk with the teachers discussing advancements and follow-ups.
In this document you can book a slot to talk with a professor. Please consider we will have 25-30 minutes slots, we expect on average 3 to 4 teams per day.
You can always write to us directly (keep all teachers cced) in case you need and express meeting and there are no slots available.
Course Slides
Here the slides used during classes
- [2024/2025] Course Intro by Matteo Matteucci and Filippo Renga
- [2024/2025] Principles of Data Strategy by Filippo Renga
- [2024/2025] Data valorization by Filippo Renga
- [2024/2025] Introduction to projects and groups by Filippo Renga
Last year material for flipped classes!!!
- [2023/2024] Intro to Data Analysis by Matteo Matteucci
- [2023/2024] Intro to Regression by Matteo Matteucci
- [2022/2023] Intro to Classification by Matteo Matteucci
- [2022/2023] Intro to Clustering by Matteo Matteucci
You can find here the Material for practicals!
Some data sources
The following are some links to data sources which might become handy when working on the projects
