Extern: Amazon Internship - Data Science

📊 Amazon Internship – Data Science Projects 🔹 Core Pipeline Projects

1. Gather public employee reviews and get them ready for analysis using simple tools.

   • Level: Easy
   • Tech Stack: Python, Google Colab, pandas
   • Google Colab:
   • Description:
     • Collected public review and preprocessed the information for analysis using python.
     • Organized messy employee feedback into clean, usable data sets.

2. Analyze Words and Tone: Use basic coding tools to see what employees are saying and how they’re saying it.

   • Level: Intermediate
   • Tech Stack: Python, Google Colab, data cleansing
   • Google Colab: Description:
     • Analyzed and interpreted the words and tone of the collected public review.
     • Organized messy employee feedback into clean, usable data sets.

3. Analyzed and interpreted the public review - Spot Common Issues Level: Intermediate

   • Tech Stack: Python, Google Colab, excel
   • Google Colab:
     • Description:
     • Looked for repeated complaints or themes and figure out what’s causing them. Text cleasing and used polarity scores for further interpretation.
     • Used tools like Python and spreadsheets to analyze words and tone in reviews.

4. Group Employees by Role

   • Level: Intermediate
   • Tech Stack: Python, Google Colab, pandas, excel
   • Google Colab:
     • Description:
     • Organize feedback by job type, shift, or time at the company to see who’s most affected.
     • Found patterns and key themes in feedback to write clear summaries.

5. Suggest a Simple Fix

   • Level: Intermediate
   • Tech Stack: Python, google colab, pandas, excel, matplotlib
   • Description:
     • Come up with one smart, realistic idea to improve the experience—and pitch it clearly in slides.
   • Google Colab:

6. Final Report & Reflection

   • Description: Concluded: that there were more complains about scheduling and burnout issues for most segment with amazon
     • Solutions: Allow interns or contractors to be able to set their own schedules.
     • Presentation: https://www.loom.com/share/db79ea8fd2c94defbbd08b2d7b05ee06
     • Google Colab:

FREELANCER WORK

Built With

• datascience
• excel
• python