Difference between revisions of "Data Analysis for Smart Agriculture"
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|15/09/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=cbb9ae05c466fa1579c850c51b4863fd Course Intro] | |15/09/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=cbb9ae05c466fa1579c850c51b4863fd Course Intro] | ||
|- | |- | ||
| − | |18/09/2023 || Monday || 16:30-18:00 || 25.1. | + | |18/09/2023 || Monday || 16:30-18:00 || 25.1.1 || Filippo Renga || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=a5f7a23f9698e91c2a734e63eb8f676f Principle of Data Strategy] |
|- | |- | ||
|22/09/2023 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=79fc42fa1072dadd3a882dbab7187bdc Smart Agrifood Scenario] | |22/09/2023 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=79fc42fa1072dadd3a882dbab7187bdc Smart Agrifood Scenario] | ||
|- | |- | ||
| − | |25/09/2023 || Monday || 16:30-18:00 || 25.1. | + | |25/09/2023 || Monday || 16:30-18:00 || 25.1.1 || Filippo Renga || [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=9ed007711a59991ab4ae5819f879cf8b Lab of Data Strategy] |
|- | |- | ||
|29/09/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [Preliminary Project Brainstorming] | |29/09/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [Preliminary Project Brainstorming] | ||
|- | |- | ||
| − | |02/10/2023 || Monday || 16:30-18:00 || 25.1. | + | |02/10/2023 || Monday || 16:30-18:00 || 25.1.1 || Matteo Matteucci|| [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=26bb6b514ecbcda4cccc2559479270bc Intro to Data Analysis (last year recording)] |
|- | |- | ||
|06/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio|| [Python and NumPy] | |06/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio|| [Python and NumPy] | ||
|- | |- | ||
| − | |09/10/2023 || Monday || 16:30-18:00 || 25.1. | + | |09/10/2023 || Monday || 16:30-18:00 || 25.1.1 || Riccardo Bertoglio|| [Pandas] |
|- | |- | ||
|13/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci|| [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=a1d2fc80ae2e7513eafe6e7b4af36f77 ML Intro and Linear Regression] | |13/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci|| [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=a1d2fc80ae2e7513eafe6e7b4af36f77 ML Intro and Linear Regression] | ||
|- | |- | ||
| − | |16/10/2023 || Monday || 16:30-18:00 || 25.1. | + | |16/10/2023 || Monday || 16:30-18:00 || 25.1.1 || Matteo Matteucci|| [https://politecnicomilano.webex.com/politecnicomilano/ldr.php?RCID=b2cc12a4ef5349e36cfc1f9e97364dd7 Regression] |
|- | |- | ||
|20/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio|| [Lab on Regression] | |20/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio|| [Lab on Regression] | ||
|- | |- | ||
| − | |23/10/2023 || Monday || 16:30-18:00 || 25.1. | + | |23/10/2023 || Monday || 16:30-18:00 || 25.1.1 || Matteo Matteucci|| [Classification] |
|- | |- | ||
|27/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio|| [Lab on Classification] | |27/10/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio|| [Lab on Classification] | ||
|- | |- | ||
| − | |30/10/2023 || Monday || 16:30-18:00 || 25.1. | + | |30/10/2023 || Monday || 16:30-18:00 || 25.1.1 || Filippo Renga|| [Data Valorization] |
|- | |- | ||
|03/11/2023 || Friday || 14:30-16:00 || 7.1.2 || -- || -- No Lecture -- | |03/11/2023 || Friday || 14:30-16:00 || 7.1.2 || -- || -- No Lecture -- | ||
|- | |- | ||
| − | |06/11/2023 || Monday || 16:30-18:00 || 25.1. | + | |06/11/2023 || Monday || 16:30-18:00 || 25.1.1 || -- || -- No Lecture -- |
|- | |- | ||
|10/11/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [Project Brainstorming] | |10/11/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [Project Brainstorming] | ||
|- | |- | ||
| − | |13/11/2023 || Monday || 16:30-18:00 || 25.1. | + | |13/11/2023 || Monday || 16:30-18:00 || 25.1.1 || Matteo Matteucci || [Clustering] |
|- | |- | ||
|17/11/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio || [Lab on Clustering] | |17/11/2023 || Friday || 14:30-16:00 || 7.1.2 || Riccardo Bertoglio || [Lab on Clustering] | ||
|- | |- | ||
| − | |20/11/2023 || Monday || 16:30-18:00 || 25.1. | + | |20/11/2023 || Monday || 16:30-18:00 || 25.1.1 || Matteo Matteucci || [Project Clinic] |
|- | |- | ||
|24/11/2023 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga || [Project Clinic] | |24/11/2023 || Friday || 14:30-16:00 || 7.1.2 || Filippo Renga || [Project Clinic] | ||
|- | |- | ||
| − | |27/11/2023 || Monday || 16:30-18:00 || 25.1. | + | |27/11/2023 || Monday || 16:30-18:00 || 25.1.1 || Filippo Renga || [Project Clinic] |
|- | |- | ||
|01/12/2023 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci || [Project Clinic] | |01/12/2023 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci || [Project Clinic] | ||
|- | |- | ||
| − | |04/12/2023 || Monday || 16:30-18:00 || 25.1. | + | |04/12/2023 || Monday || 16:30-18:00 || 25.1.1 || Riccardo Bertoglio || [Project Clinic] |
|- | |- | ||
|08/12/2023 || Friday || 14:30-16:00 || 7.1.2 || -- || -- No Lecture -- | |08/12/2023 || Friday || 14:30-16:00 || 7.1.2 || -- || -- No Lecture -- | ||
|- | |- | ||
| − | |11/12/2023 || Monday || 16:30-18:00 || 25.1. | + | |11/12/2023 || Monday || 16:30-18:00 || 25.1.1 || Matteo Matteucci || [Project Clinic] |
|- | |- | ||
|15/12/2023 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci + Filippo Renga || [Project Checkpoint] | |15/12/2023 || Friday || 14:30-16:00 || 7.1.2 || Matteo Matteucci + Filippo Renga || [Project Checkpoint] | ||
|- | |- | ||
| − | |18/12/2023 || Monday || 16:30-18:00 || 25.1. | + | |18/12/2023 || Monday || 16:30-18:00 || 25.1.1 || ALL || [Project Evaluation] |
|- | |- | ||
|22/12/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [(Optional) Project Evaluation] | |22/12/2023 || Friday || 14:30-16:00 || 7.1.2 || ALL || [(Optional) Project Evaluation] | ||
Revision as of 22:30, 17 October 2023
The following are last-minute news you should be aware of ;-)
* 15/09/2023: 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
- Riccardo Bertoglio: the teaching assistant
Course Program
Detailed course schedule
Lecture are:
* On Monday, in room 25.1.4, 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 |
| 15/09/2023 | Friday | 14:30-16:00 | 7.1.2 | ALL | Course Intro |
| 18/09/2023 | Monday | 16:30-18:00 | 25.1.1 | Filippo Renga | Principle of Data Strategy |
| 22/09/2023 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga | Smart Agrifood Scenario |
| 25/09/2023 | Monday | 16:30-18:00 | 25.1.1 | Filippo Renga | Lab of Data Strategy |
| 29/09/2023 | Friday | 14:30-16:00 | 7.1.2 | ALL | [Preliminary Project Brainstorming] |
| 02/10/2023 | Monday | 16:30-18:00 | 25.1.1 | Matteo Matteucci | Intro to Data Analysis (last year recording) |
| 06/10/2023 | Friday | 14:30-16:00 | 7.1.2 | Riccardo Bertoglio | [Python and NumPy] |
| 09/10/2023 | Monday | 16:30-18:00 | 25.1.1 | Riccardo Bertoglio | [Pandas] |
| 13/10/2023 | Friday | 14:30-16:00 | 7.1.2 | Matteo Matteucci | ML Intro and Linear Regression |
| 16/10/2023 | Monday | 16:30-18:00 | 25.1.1 | Matteo Matteucci | Regression |
| 20/10/2023 | Friday | 14:30-16:00 | 7.1.2 | Riccardo Bertoglio | [Lab on Regression] |
| 23/10/2023 | Monday | 16:30-18:00 | 25.1.1 | Matteo Matteucci | [Classification] |
| 27/10/2023 | Friday | 14:30-16:00 | 7.1.2 | Riccardo Bertoglio | [Lab on Classification] |
| 30/10/2023 | Monday | 16:30-18:00 | 25.1.1 | Filippo Renga | [Data Valorization] |
| 03/11/2023 | Friday | 14:30-16:00 | 7.1.2 | -- | -- No Lecture -- |
| 06/11/2023 | Monday | 16:30-18:00 | 25.1.1 | -- | -- No Lecture -- |
| 10/11/2023 | Friday | 14:30-16:00 | 7.1.2 | ALL | [Project Brainstorming] |
| 13/11/2023 | Monday | 16:30-18:00 | 25.1.1 | Matteo Matteucci | [Clustering] |
| 17/11/2023 | Friday | 14:30-16:00 | 7.1.2 | Riccardo Bertoglio | [Lab on Clustering] |
| 20/11/2023 | Monday | 16:30-18:00 | 25.1.1 | Matteo Matteucci | [Project Clinic] |
| 24/11/2023 | Friday | 14:30-16:00 | 7.1.2 | Filippo Renga | [Project Clinic] |
| 27/11/2023 | Monday | 16:30-18:00 | 25.1.1 | Filippo Renga | [Project Clinic] |
| 01/12/2023 | Friday | 14:30-16:00 | 7.1.2 | Matteo Matteucci | [Project Clinic] |
| 04/12/2023 | Monday | 16:30-18:00 | 25.1.1 | Riccardo Bertoglio | [Project Clinic] |
| 08/12/2023 | Friday | 14:30-16:00 | 7.1.2 | -- | -- No Lecture -- |
| 11/12/2023 | Monday | 16:30-18:00 | 25.1.1 | Matteo Matteucci | [Project Clinic] |
| 15/12/2023 | Friday | 14:30-16:00 | 7.1.2 | Matteo Matteucci + Filippo Renga | [Project Checkpoint] |
| 18/12/2023 | Monday | 16:30-18:00 | 25.1.1 | ALL | [Project Evaluation] |
| 22/12/2023 | Friday | 14:30-16:00 | 7.1.2 | ALL | [(Optional) Project Evaluation] |
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
- [2023/2024] Course Intro by Matteo Matteucci and Filippo Renga
- [2023/2024] Principles of Data Strategy by Filippo Renga
- [2023/2024] Smart Agrifood Scenario by Filippo Renga
- [2023/2024] Introduction to projects by Filippo Renga
- [2023/2024] Data valorization by Filippo Renga
- [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
