Overview

• This is an organized collection of study materials and assignments for IME subjects learned during undergraduate and graduate degree (* means got achieved an excellent grade).

Courses I've learned

📂 Data science

• Advanced machine learning (IEN4116) *
• Algorithm (IEN3202) *
• C Language (ACE1306) *
• Computer programming (ACE1302) *
  • Project "Computer Programming Project".
• Database (IEN2008)
  • Project "아이돌 공방신청 Database".
• Database design (IEN2201) *
• Deep Learning (IEN3030) *
• E-business (IEN3022) *
  • Project "Homepage introducing me".
• Industrial engineering experiment (IEN3024) *
• Machine learning for graphs neural network (CSED703I)
• Object oriented programming (ACE1307) *
• Python programming (IEN2202) *
• System Simulation (IEN3203)

📂 Finance

• Economic engineering (IEN2012) *
• Financial accounting (IMEN203)
• Financial engineering (IEN4208) *
• Financial statistics (STS4033) *
• Integrated risk management (IMEN891G)
  • Project "Cyber-Nat: Cyber risks caused by Natural-Catastrophes".
• Risk management (GFB3302) *
• Corporate valuation with case study (IMEN891H)
  • Project "Value evaluation on cyber insurance companies".

📂 HCI

• Ergonomics (IEN3301) *
  • Project "인간공학이 적용된 손전등".

📂 Manufacturing

• Smart manufacturing (IMEN529) *

📂 Optimization

• Dynamic programming and application of reinforcement learning (IMEN764)
• Operation research 1 (IEN2010)
• Operation research 2 (IEN3016)

📂 Statistics

• Applied stochastic processes (IMEN666)
• Engineering statistics (IEN2111)
• Mathematics for data science (IMEN891I))
• Time series analysis (IMEN677)
  • Project "Prediction of Sunspot using Tiime-series models".