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technology-trends

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Python exploratory data analysis project examining Kaggle’s machine learning and data science survey data using Pandas, data cleaning, groupby analysis, frequency analysis, and visualisations to identify industry tool usage, programming trends, and role-based skill patterns.

  • Updated May 8, 2026
  • Jupyter Notebook

Capstone project for the IBM Data Analyst certification. Covers data collection, cleaning, analysis, and dashboard creation with Python, SQL, Excel, and IBM Cognos.

  • Updated Jun 15, 2026
  • Jupyter Notebook

End-to-end data analytics project analysing Stack Overflow Developer Survey using Excel, SQL, Python, and Cognos Analytics to uncover technology trends and insights.

  • Updated Jun 14, 2026

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