Certificate of Excellence

  This certificate is presented to:

Pinyapat Manasboonpermpool

for successfully completing LINC-STEM’s Beginner Python Workshops over the period of February to March 2022, which included:

• • Detailed use of iterators, conditionals and functions
  • Data visualization using Matplotlib
  • Data management using Pandas