POLI 175 Machine Learning for Social Scientists

• Average Rating: 6.0
• Average Grading: 10.0
• Average Loading: 4.0

  2023

  Winter

• Professor: Umberto Mignozzetti
• Rating: 6/10
• Grading: 10/10
• Loading: 4/10
• Grade:
  • A+: 15.0%
  • A: 85.0%
• Reason for Taking this Course: Selective
• Grading Structure:
  • HW: 96%
  • Participation: 4%
  • Credit: 5%
• Course Content:
  基礎的ML: regression, sum, tree, boosting, etc 2023 Winter用Julia，see: https://github.com/umbertomig/POLI175julia/tree/main
• Review:
  歐洲口音；會帶過最常見的幾種演算法，理論跟應用都會帶到，但數學部分不會講很細，作業也是copy paste講義就可以寫完；要主動去找老師討論、問問題才學得到東西