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3f6b84d
Add .gitignore to exclude virtual environment directory
AndreaLolli2912 Apr 19, 2025
659b24c
add lab1 dataset
AndreaLolli2912 Apr 19, 2025
25c297c
add initial Jupyter notebook for Lab 01 - Data exploration and prepro…
AndreaLolli2912 Apr 19, 2025
c65e7bf
added split dataset
AndreaLolli2912 Apr 19, 2025
4472e4a
Add image file types-of-data-1024x555-1.png to the repository. Finish…
AndreaLolli2912 Apr 19, 2025
649b718
Refine introduction text in Lab 01 notebook for clarity
AndreaLolli2912 Apr 19, 2025
499feb5
Update lab-01.ipynb
Basarans Apr 19, 2025
2f853ab
Update lab-01.ipynb
Basarans Apr 20, 2025
95a01cc
fix: added description of pandas library and relative links in Datase…
AndreaLolli2912 Apr 20, 2025
04880be
Enhance data exploration in lab-01.ipynb
AndreaLolli2912 Apr 20, 2025
e5e51f0
no change
AndreaLolli2912 Apr 20, 2025
2f73993
few code changes
AndreaLolli2912 Apr 20, 2025
4cc4614
Update lab-01.ipynb
Basarans Apr 20, 2025
16f4e20
Finished section "Exploring Feature Relationships"
AndreaLolli2912 Apr 22, 2025
313d80f
Completed section "Handling Missing Values"
AndreaLolli2912 Apr 22, 2025
c05798d
improve "feature relationship" section intro
AndreaLolli2912 Apr 22, 2025
ff339a5
Add reference to Raschka & Mirjalili (2019) in missing values section
AndreaLolli2912 Apr 22, 2025
c54157a
Update lab-01.ipynb
Basarans Apr 22, 2025
a013a52
Improvements
AndreaLolli2912 Apr 27, 2025
2dfc1a2
Added Pipelines, Custom and COlumn Transformers
AndreaLolli2912 Apr 28, 2025
db18afe
Improved 'Dataset Overview' section
AndreaLolli2912 Apr 29, 2025
8e92341
Improved 'Data Quality Check' section
AndreaLolli2912 Apr 29, 2025
a9b4316
Enhance documentation clarity in Titanic dataset validation section
AndreaLolli2912 Apr 29, 2025
2de704a
Improved 'Descriptive Statistics' section
AndreaLolli2912 Apr 29, 2025
e58667f
Improved 'Basic Data Visualization' section
AndreaLolli2912 Apr 29, 2025
9ddaeea
Improved 'Feature Engineering' section
AndreaLolli2912 Apr 29, 2025
5f4754d
Enhance documentation in lab-01.ipynb by adding spacing for improved …
AndreaLolli2912 Apr 29, 2025
9dbca96
Update execution counts and modify column names in lab-01.ipynb for p…
AndreaLolli2912 Apr 29, 2025
e03eee5
Remove empty code and markdown cells from lab-01.ipynb to streamline …
AndreaLolli2912 Apr 29, 2025
daa83d2
Update lab-01.ipynb
Basarans Apr 30, 2025
a49c8f8
Final part and revision
AndreaLolli2912 May 14, 2025
4645566
no fix
AndreaLolli2912 May 14, 2025
6af8357
Update package installation commands in lab-01.ipynb to use --quiet f…
AndreaLolli2912 May 16, 2025
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2 changes: 2 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -0,0 +1,2 @@
/.venv/
requirements.txt
892 changes: 892 additions & 0 deletions data/lab-01/Titanic-Dataset.csv

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