Certificate of Excellence

  This certificate is presented to:

Ivar Jonsson

for successfully completing LINC-STEM’s Advanced Python Workshops over the period of April to June 2023, which included:

• • App creation and data visualization with Dash
  • Web scraping and APIs
  • Clustering with K-means