Muhammad Uzair Rana's Checkpoint Reflection

📅 Entry Date: [YYYY-MM-DD]

📌 Checkpoint Topic: [Specific Focus or Task]

📈 Progress Made

• [Describe your personal progress and contributions to the project.]

🎯 Personal Achievements

• [Highlight your achievements or key contributions since the last checkpoint.]

❗ Challenges Faced

• [Discuss any obstacles you've encountered and your strategy for overcoming them.]

💡 Insights Gained

• [Reflect on any new insights, skills, or knowledge you've acquired through your work.]

📝 Additional Notes

• [Additional thoughts or observations about your experience and the project's direction.]

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Date: [2024-02-18]

📌 Checkpoint Topic: Analyzing and working with Data Sets

📈 Progress Made

• Data sets have been analyzed and the potential problem of missing critical information was discussed and resolved.
• Initiated the jupyter notebook for analysis with Python.
• Combined the Data sets and initial visualization was achieved which helped give further direction in the project.

🎯 Personal Achievements

• [Highlight your achievements or key contributions since the last checkpoint.]

❗ Challenges Faced

-> Personal challenges:

• The Internet kept disconnecting.
• Had to travel 1.5 hours to meet with the group members.

-> Project Challenges:

• All the 3 data sets were lacking Genre column which is critical in our application.

💡 Insights Gained

• Practiced some SQL and refreshed python Data handling.
• Visualization of data suggested the proposed application of Platform Advisor seems possible with the data at hand.

📝 Additional Notes

• None

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