πŸ“… 2025-03-10 β€” Session: Developed Progressive Python and Pandas Exercises

πŸ•’ 07:05–09:00
🏷️ Labels: Python, Pandas, Education, Exercises, Programming
πŸ“‚ Project: Teaching
⭐ Priority: MEDIUM

Session Goal: The session aimed to develop a structured set of exercises for beginners in Python and Pandas, focusing on foundational programming concepts and data manipulation skills.

Key Activities:

  • Designed beginner-friendly Python exercises covering basic concepts to executable programs, including a β€˜Geringoso’ translator and debugging tasks.
  • Improved existing exercises to enhance learning, focusing on alternative approaches like using sums instead of multiplication.
  • Developed a coherent strategy for progressive Python exercises that reinforce learning through functions, classes, and executable scripts.
  • Created exercises targeting common beginner errors in Python, providing solutions and code examples.
  • Proposed a new structure for teaching Pandas, dividing exercises into blocks covering fundamentals, indexing, data combination, and aggregation.
  • Implemented practical exercises for data conversion using Pandas and accessing Google Sheets via Google Cloud.

Achievements:

  • Successfully structured a comprehensive set of exercises for teaching Python and Pandas, ensuring progressive learning.
  • Addressed common beginner errors with practical solutions, enhancing the educational experience.
  • Developed exercises that integrate cloud computing skills with data manipulation, broadening the learning scope.

Pending Tasks:

  • Further refinement of exercises to include more advanced topics and real-world applications.
  • Integration of exercises into a cohesive curriculum for consistent educational delivery.