Group Based Project Specification Available on The Moodlee

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Lighton Phiri

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Aug 2, 2025, 9:37:52 AM8/2/25
to CSC 4792: Data Mining and Warehousing
Hello Everyone,

The Group Project Practical Assignment for CSC 4792 is now available. 

You can find the full details on The Moodle [1].

Please read through the project topics and submission requirements. The document outlines the deliverables (Codebase, Technical Report, and Presentation) and the deadlines.

Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

University of Zambia

Great East Road Campus, Lusaka

www.unza.zm

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Lighton Phiri

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Aug 7, 2025, 1:00:16 AM8/7/25
to CSC 4792: Data Mining and Warehousing
Hello Everyone,

Please note that the project specification document [1] has been changed to include mandatory Git and Google Colab checkpoints.

Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Lighton Phiri

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Aug 17, 2025, 3:14:11 AM8/17/25
to CSC 4792: Data Mining and Warehousing
Hello Everyone,

This email contains an important update regarding the submission process for the Google Colab portion of your group projects. Please read these instructions carefully, as they are required to ensure proper access and evaluation of your work.

## New Instructions for Google Colab Notebooks
You are REQUIRED to do the following for your Google Colab notebooks and any associated datasets:
1. Grant Edit Access
* You must share your notebook and datasets with edit access for the following two accounts: lighto...@unza.zm, hudson....@cs.unza.zm
2. Move Notebook to Group Folder
* You must request edit access to the shared Google Drive folder corresponding to your project group, as outlined below.
* Once you have access, you need to move your completed Google Colab notebook into that specific folder.

#Project TeamURL
1Project Team 1https://drive.google.com/drive/folders/19DmCXdg1rHEP1-VPib2lzxnyhVpqe7iV?usp=drive_link
2Project Team 2https://drive.google.com/drive/folders/1H-jSpWZXunK1qp2zN16EbQ3glFAs7pCb?usp=drive_link
3Project Team 3https://drive.google.com/drive/folders/1RQTvM62x9rBlwu4h38DLeHta4uu13zC5?usp=drive_link
4Project Team 4https://drive.google.com/drive/folders/1uGfo2Ha8dE3GdRLMgb25OwkylLU05aJ1?usp=drive_link
5Project Team 5https://drive.google.com/drive/folders/1lwtSLfTtOye8L7jcf2N7uTVd6W6MdmE1?usp=drive_link
6Project Team 6https://drive.google.com/drive/folders/1R16z_5pgUOos7ZgsqRI3gOsY_iPhxhyD?usp=drive_link
7Project Team 7https://drive.google.com/drive/folders/1BTuOqdVlsllIxOpwU9o5LGYwxkxuPLWL?usp=drive_link
8Project Team 8https://drive.google.com/drive/folders/1cPA-IqLvQFkCb7QUhIP3UcHwOp1zC0hS?usp=drive_link
9Project Team 9https://drive.google.com/drive/folders/1EBRYowTM5fnrbcxz2hiktmuqS7IVf94L?usp=drive_link
10Project Team 10https://drive.google.com/drive/folders/1xU92jFzvQk8lmUbEqcvaPqcVYMw10zD6?usp=drive_link
11Project Team 11https://drive.google.com/drive/folders/14HJtzOPktS25oPBfhPK07xofYPkzELuf?usp=drive_link
12Project Team 12https://drive.google.com/drive/folders/1lBjb7IoZOrFL-k8UHsJ1j5rUKlrr6g7f?usp=drive_link
13Project Team 13https://drive.google.com/drive/folders/17n-Yyiazc2cKwdOOVFzaowGd8csHJYiy?usp=drive_link
14Project Team 14https://drive.google.com/drive/folders/1upFqZzaIlbOMbQLHwOuaB9R-nj-a8La-?usp=drive_link
15Project Team 15https://drive.google.com/drive/folders/1B9Bxg58zs_RWGJ-0QR5-EpGyg6NTVD50?usp=drive_link
16Project Team 16https://drive.google.com/drive/folders/1fTa1ENtcAZjLlA2PYVROmDPuKlvgaIgr?usp=drive_link
17Project Team 17https://drive.google.com/drive/folders/1dt1hYpi7bsli2suLAgNWX5XEC2Zf1lyZ?usp=drive_link
18Project Team 18https://drive.google.com/drive/folders/1NiaC3Dm-n8AWDWX8NtexrWMRKlnonG01?usp=drive_link
19Project Team 19https://drive.google.com/drive/folders/19o1vw0PpHjYL424f0NcA6yi5r5T1hRmD?usp=drive_link
20Project Team 20https://drive.google.com/drive/folders/1CKmWH00vGz7wKnyrOqfVmoGWjw10-bLE?usp=drive_link
21Project Team 21https://drive.google.com/drive/folders/1rE8kSkQXl-SiU24RkWcyCi02p-dW0Y-1?usp=drive_link
22Project Team 22https://drive.google.com/drive/folders/1opLgGmjPjLehxgTXFfWH8deCQgEoe1Z_?usp=drive_link
23Project Team 23https://drive.google.com/drive/folders/1dV3kLZqtoziZxVNARGMmMwjZCsuwjNGj?usp=drive_link
24Project Team 24https://drive.google.com/drive/folders/1QNFk0Qa426677LIn30926WYT9l7Fd655?usp=drive_link
25Project Team 25https://drive.google.com/drive/folders/1rqyNOMETDpBHw69EzmQhjsS_VAzMtOxl?usp=drive_link
26Project Team 26https://drive.google.com/drive/folders/1RRgfjO-nz73QdljhUTaEXHeURpsEo_-8?usp=drive_link
27Project Team 27https://drive.google.com/drive/folders/1tkrvIav2CFePl0YgRCEQbHe_-o3VDimf?usp=drive_link
28Project Team 28https://drive.google.com/drive/folders/1Q-jLqOk8uP2gh0AQ31XtodrBSoK6wgvX?usp=drive_link
29Project Team 29https://drive.google.com/drive/folders/1Tjq9QbrLquLntsCq_7YgryZWlC_03jt8?usp=drive_link
30Project Team 30https://drive.google.com/drive/folders/10Z7-AWX0Ihyov9XGvff-ZICOMzn0JCLi?usp=drive_link
31Project Team 31https://drive.google.com/drive/folders/1YLauWVLIGbzdPdHm6xpvbnKCCnedUtcP?usp=drive_link
32Project Team 32https://drive.google.com/drive/folders/1AFlo_9uIqpZrTYXCqHZQzugS4-eKJgZ6?usp=drive_link
33Project Team 33https://drive.google.com/drive/folders/1cNQu-VVTK2FiKdAvBJqQSgRKDBZyTL5l?usp=drive_link
34Project Team 34https://drive.google.com/drive/folders/1e8WEM3-Z-8oZ7ftgaRRm-1r843bvbo4v?usp=drive_link
35Project Team 35https://drive.google.com/drive/folders/1XghAAMVWjsisVDTBFLrNbu0I9Z6nmWm8?usp=drive_link

Let us know if you have any questions.
Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Davy Mwansa

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Aug 17, 2025, 3:19:55 AM8/17/25
to csc...@unza.zm
Good morning sir, do we have to create separate Google colab notebook for each task??

--
CSC 4792: Data Mining and Warehousing
Department of Computing and Informatics
University of Zambia
P.O. Box 32379, Lusaka 10101, Zambia
Email: csc...@unza.zm
Web: https://groups.google.com/a/unza.zm/g/csc4792
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Lighton Phiri

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Aug 17, 2025, 3:27:14 AM8/17/25
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Hello Davy,

No. You are REQUIRED to use and expand on the same Notebook for all checkpoints.

Grading shall be done by analysing your Notebook revision histories: see image below.

image.png

Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Lucky Siabula

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Aug 17, 2025, 9:26:24 AM8/17/25
to csc...@unza.zm
sir as group 34 ,i have requested for an access to the shared google drive folder and we are waiting to be approved

Lighton Phiri

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Aug 17, 2025, 10:56:26 AM8/17/25
to CSC 4792: Data Mining and Warehousing
Hello Lucky,

Edit access has been granted.

Best wishes,
Lighton

--
Lighton Phiri, PhD
Lecturer and Researcher

Telephone: +26 096 1352662
Email: lighto...@unza.zm
DataLab: https://datalab.unza.zm
EMI Project: https://emi.org.zm
UNZA: https://www.unza.zm

University of Zambia
Great East Road Campus
Lusaka, Zambia 10101
--

Davy Mwansa

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Aug 17, 2025, 1:45:29 PM8/17/25
to csc...@unza.zm
Good evening sir, On data understanding after we are done with adding work on Google colab, how are we supposed to commit to our GitHub repository.

Mambwe L Chilebela

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Aug 17, 2025, 2:27:11 PM8/17/25
to csc...@unza.zm
Hello Sir! I'm representing Group 15 and I'm awaiting edit access to the Google Drive folder.

Kahyata Sekeseke

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Aug 18, 2025, 2:18:21 AM8/18/25
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Good day Sir,

I am sought of confused on how can achieve the objective in regards to our project. Group 10 is dealing with the classification of older papers. 

A hint will help. Are we supposed to get the pdf files and turn them into json formats or is there another way to do so?

--

Lighton Phiri

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Aug 18, 2025, 2:43:16 AM8/18/25
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Hello Davy,

Please find time to thoroughly go through the assessment instructions. You are required to do the following:
* Create a Github repository and commit ALL checkpoint changes
* Create a Google Colab Notebook that will keep track of all changes

In essence, you are required to do the same thing via Github and Google Colab.
Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Lighton Phiri

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Aug 18, 2025, 2:45:53 AM8/18/25
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Hello Kahyata,

Input data can be processed in various ways: it really does not matter, for us, if you work with JSON or PDF input data.

Figuring out what to do is part of the assessment: in fact, this would be part of the CRISP-DM Data Understanding phase.

I shall remain available for 30 minutes after tomorrow's (August 19 2025) class; your group (and any other groups wishing to do so) can remain so I can address whatever questions you have.
Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Davy Mwansa

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Aug 18, 2025, 2:56:24 AM8/18/25
to csc...@unza.zm
Are we supposed to commit the .ipynb file or we something else 
You're not clear.

Lighton Phiri

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Aug 18, 2025, 2:59:06 AM8/18/25
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Hello,

Yes, you would commit the changes to the .ipynb file since it's a plain text file.
Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Davy Mwansa

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Aug 18, 2025, 7:26:06 AM8/18/25
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Good afternoon Sir,
Just to be clear, are we going to be working from the shared project folder or we only upload the colab notebook after we are done with the project? 

Lighton Phiri

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Aug 18, 2025, 7:57:36 AM8/18/25
to CSC 4792: Data Mining and Warehousing
Hello Davy,

We need to grade whatever you are working on and so we need you to either:
* MOVE the notebook to the shared folders when it's time for grading (you want to ensure you preserve the version history of the notebooks
* Work from within the folder 

Either way, when it is time for grading, we shall be grading items in the folders

Best wishes,
Lighton

--
Lighton Phiri, PhD
Lecturer and Researcher

Telephone: +26 096 1352662
Email: lighto...@unza.zm
DataLab: https://datalab.unza.zm
EMI Project: https://emi.org.zm
UNZA: https://www.unza.zm

University of Zambia
Great East Road Campus
Lusaka, Zambia 10101
--

Lighton Phiri

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Sep 21, 2025, 8:14:51 AM9/21/25
to CSC 4792: Data Mining and Warehousing
Hello Everyone,

This is an urgent follow-up to the previous email regarding your group project submissions, specifically concerning your GitHub repositories and the Google Colab notebooks/datasets. Your immediate action is required for proper project tracking and grading.

## 1. Specify Your GitHub Repository URL (Mandatory)
All project teams must immediately provide the GitHub repository URL associated with their group.
## 2. Verify Google Colab Notebook and Dataset Placement
Please ensure that you have correctly followed the instructions from the previous email regarding your Google Colab submission.
  • Requirement: Your Google Colab notebook and all datasets used in the project must be present in the specific Google Drive folder shared with your group (see previous email for folder details)
  • Confirmation: If you followed the previous instructions, your materials should already be in the correct location and shared with the required accounts (lighto...@unza.zm and hudson....@cs.unza.zm).
### 3. Mandatory README File for Implementation
In addition to your notebook and code, all groups are REQUIRED to submit a README file (which can be a Google Docs file) within your group's shared project folder (see previous email for folder details).
  • Purpose: This document must contain brief, clear instructions required for the teaching staff to test and run your implementation via the Google Colab notebook.
This ensures that we have the necessary access to your codebase (GitHub), implementation files (Google Colab/Drive), and clear instructions for evaluation.


Let us know if you have any questions.

Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Kangwa Mbewe

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Sep 21, 2025, 8:38:57 AM9/21/25
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Sir

The spreadsheet is protected and cannot be edited or filled. 

--
CSC 4792: Data Mining and Warehousing
Department of Computing and Informatics
University of Zambia
P.O. Box 32379, Lusaka 10101, Zambia
Email: csc...@unza.zm
Web: https://groups.google.com/a/unza.zm/g/csc4792
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Lighton Phiri

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Sep 21, 2025, 8:49:58 AM9/21/25
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Hello Kangwa (and Everyone),

Apologies for this; this has been resolved. You should be able to edit the URL column now.

Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Lighton Phiri

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Sep 21, 2025, 8:53:24 AM9/21/25
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Hello Everyone,

One additional piece of information: the "No. Presenters [Collaboration]" column assigns marks based on collaboration. For instance, a score of 5 means ALL five members showed up during the presentation and a score of 3 means ONLY three showed up.

There are groups where project members were sick or got permission to stay away: please reach out to us if your group is affected.
Best wishes,
Lighton -- Lighton Phiri, PhD Lecturer and Researcher Telephone: +26 096 1352662 Email: lighto...@unza.zm DataLab: https://datalab.unza.zm EMI Project: https://emi.org.zm UNZA: https://www.unza.zm
University of Zambia Great East Road Campus
Lusaka, Zambia 10101 --

Mwape Marion

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Sep 22, 2025, 4:33:18 AM9/22/25
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Good Morning Dr,
I’m unable to move my notebook into our shared folder: misc-unza25-csc4792-project_team2.
The "Move" button is grayed out because I don’t have edit access.
  my UNZA email (mwape....@cs.unza.zm



Thank you!

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