Unde Academy - Data Science and AI Repository

Welcome to the official repository for the Data Science Department at Unde Academy! This repository contains:

Repository Contents

• Lecture Notes & Resources: Organized by topics in class_notes/
• Assignments & Templates: Available under assignments/
• Submission System: Submit assignments in submissions/
• Capstone Projects: Industry-standard projects in projects/

Repository Structure

📂 data_science_ml_ai
 ┣ 📂 class_notes/          # Lecture notes organized by topics
 ┣ 📂 assignments/
 ┃ ┣ 📂 group_1/
 ┃ ┃ ┣ 📜 assignment_1.ipynb
 ┃ ┃ ┣ 📜 assignment_2.ipynb
 ┃ ┣ 📂 group_2/
 ┃ ┃ ┣ 📜 assignment_1.ipynb
 ┃ ┃ ┣ 📜 assignment_2.ipynb
 ┃ ┣ 📂 templates/           # Assignment templates
 ┃ ┃ ┣ 📜 assignment_template.ipynb
 ┣ 📂 submissions/
 ┃ ┣ 📂 assignment_1/        # Folder for assignment submissions
 ┣ 📂 projects/              # Advanced capstone projects
 ┣ 📜 README.md              # Repository overview and guidelines
 ┣ 📜 instructions.md        # Submission guidelines
 ┣ 📜 grading_criteria.md    # Rubric for assignment evaluation

How to Access Lecture Notes

1. Navigate to the class_notes/ folder.
2. Select the topic you are interested in.
3. View or download the .ipynb file or other files directly through GitHub.

Assignment Submission Guidelines

1. Clone the repository:

   git clone https://github.com/Unde-Academy/data_science_ml_ai.git
   cd data_science_ml_ai

2. Create a new branch for your assignment

git checkout -b student_name-assignment1

3. Navigate to your folder and add your assignment

cd assignments/group_1
mv ~/Downloads/assignment_1.ipynb .

4. Stage and commit the changes

git add .
git commit -m "Completed assignment 1"

5. Push your branch to GitHub

git push origin student_name-assignment1

6. Create a Pull Request (PR) on GitHub.

Common Git Issues & Fixes

Issue	               | Solution
------------------------------------------------------------------
Merge Conflicts	   | Run git pull origin main before pushing
Push Rejected	      | Ensure students use branches instead of main
Forgot to Commit	   | Use git status, git add ., git commit -m "message"
Wrong File Location	|Ensure files are placed inside assignments/student_name/