├── 00_Analysis of Programming Fundamentals with Python Exam Results - May 2023 ├── .ipynb_checkpoints │ ├── 2-checkpoint.ipynb │ ├── Analysis of Programming Fundamentals with Python Exam Results - May 2023_BG-checkpoint.ipynb │ ├── Analysis of Programming Fundamentals with Python Exam Results - May 2023_EN-checkpoint.ipynb │ ├── Exam Results-checkpoint.ipynb │ └── Untitled-checkpoint.ipynb ├── Analysis of Programming Fundamentals with Python Exam Results - May 2023_BG.ipynb ├── Analysis of Programming Fundamentals with Python Exam Results - May 2023_EN.ipynb └── data │ ├── finalexam.csv │ ├── finalexam_r.csv │ ├── midexam.csv │ └── midexam_r.csv ├── 01_Data Tidying and Cleaning └── Data Tidying and Cleaning Lab.ipynb ├── 02_Data Visualization and EDA └── Data Visualization and EDA Lab.ipynb ├── 03_Working with Images and Text ├── Working with Images and Text Lab.ipynb ├── images │ ├── page1.jpg │ └── page2.jpg └── output │ ├── menu.jpg │ └── menu.txt ├── 04_Spatial Data and Networks └── Spatial Data and Networks Lab.ipynb ├── 06_Data Science Project Architecture ├── DS Project Architecture Lab.ipynb └── data │ └── titanic.csv └── README.md /00_Analysis of Programming Fundamentals with Python Exam Results - 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