Certificate of Excellence

  This certificate is presented to:

Carolina Oker-Blom

for successfully completing LINC-STEM’s Advanced Python Workshops over the period of Nov 2025 to Dec 2025, which included:

• • App creation and data visualization with Dash
  • Web scraping, APIs, and clustering with K-means
  • Decision trees, random forest and K-nearest neighbours (KNN)