learning goals v1

Author: RandomProjects-db

collaboration/learning_goals.md

@@ -1,5 +1,64 @@
-# Learning Goals
+# 🎯 Learning Goals
 
-## Collective
+This document outlines both our shared and individual learning objectives for this project. While each member may have different goals, aligning expectations early ensures stronger collaboration and more meaningful outcomes.
 
-## Individual
+---
+
+## 🤝 Collective Goals
+
+As a team, we aim to:
+
+- Strengthen our collaborative skills in a remote, cross-cultural setting.
+- Apply the data science lifecycle to a real-world problem
+from domain exploration to final communication.
+- Improve project planning and task ownership using
+GitHub tools (Issues, Projects, PRs).
+- Produce clean, reproducible, and well-documented code and analyses.
+- Deliver clear, impactful results through visualizations and
+stakeholder-oriented communication.
+- Build confidence in reviewing and giving feedback on technical work.
+
+---
+
+## 👤 Individual Goals
+
+### **Fahed**
+
+- Improve GitHub fluency: project boards, CI/CD, and PR workflows.
+- Gain confidence in collaborative writing and documentation.
+- Practice clean Python code and code review habits.
+- Strengthen data visualization and storytelling skills.
+- Deepen understanding of exploratory data analysis (EDA) techniques.
+- Learn how to design and document a data pipeline collaboratively.
+- Gain confidence in managing raw datasets ethically and responsibly.
+- Improve research and domain framing skills.
+- Get familiar with reproducibility tools and Jupyter workflows.
+- Practice writing readable, reusable Python functions.
+- Focus on time management and structured task planning.
+- Strengthen understanding of data ethics and licensing.
+- Learn how to structure CI/CD for data science–oriented projects.
+
+---
+
+### **Caesar**
+
+---
+
+### **Maria**
+
+---
+
+### **Mohammad**
+
+---
+
+### **Terry**
+
+---
+
+### **Tomas**
+
+---
+
+> *"Learning is not attained by chance, it must be sought for with ardor."*  
+> *— Abigail Adams (adapted)*