☃️ Machine learning winter school 💻

Name: ☃️ Machine learning winter school 💻
Start: 2024-02-05T09:00:00+09:00
End: 2024-02-07T20:30:00+09:00
Location: Inha university

5 Feb 2024, 09:00 → 7 Feb 2024, 20:30 Asia/Seoul

5E207A (Inha university)

5E207A

Inha university

MinJung Kweon (Inha University)

Description

⭐️ 월요일 오전 9시부터 스쿨이 시작됩니다. 시간을 꼭 지켜주시기를 부탁드립니다!

⭐️ 장소 : 인하대학교 5호관 동쪽 207A호 (5E207A)

⭐️ 실습을 위한 준비 사항

주피터 노트북 설치 및 사용법 읽어보기
구글 코랩 사용법 읽어보기

❤️🧡💛💚💙💜🤍❤️🧡💛💚💙💜🤍

School group photo!

❤️🧡💛💚💙💜🤍❤️🧡💛💚💙💜🤍

Registration

Machine learning winter school

Participants

Monday, 5 February
- Morning lecture ☀️
  
  Convener: MinJung Kweon (Inha University)
  
  MLSchool_Lecture1.pdf
  
  MLSchool_Lecture2.pdf
  
  MLSchool_Lecture3.pdf
- Lunch 🍕
- Hands-on 👩‍💻
  - 1
    
    Exercise : Perceptron, Adaline, Regression and SVM
    
    Speakers: HyeongWoo Noh , Wonjun Jeong (inha university)
    
    머신러닝1일차 예시.ipynb
    
    Day1.ipynb
- Dinner 🍗
Tuesday, 6 February
- Morning lecture ☀️
  
  Convener: MinJung Kweon (Inha University)
  
  MLSchool_Lecture1.pdf
  
  MLSchool_Lecture2.pdf
  
  MLSchool_Lecture3.pdf
- Lunch 🍕
- Photo time 📸
- Hands-on 👩‍💻
  - 2
    
    Exercise 1 : GNN
    
    Speaker: Choi Changhwan (Pusan National University)
    
    GNN_chchoi_InhaUniv_MLWinterSchool.pdf
  - 3
    
    Exercise 2 : CNN, RNN and GAN
    
    Speaker: Wonjun Jeong (inha university)
    
    머신러닝코드.zip
- Dinner 🍗
Wednesday, 7 February
- Morning lecture ☀️
  
  Convener: MinJung Kweon (Inha University)
  
  MLSchool_Lecture1.pdf
  
  MLSchool_Lecture2.pdf
  
  MLSchool_Lecture3.pdf
  - 4
    
    Morning lecture
    
    Speaker: MinJung Kweon (Inha University)
  - 5
    
    Attention all you need
    
    Speaker: Wonjun Jeong (inha university)
    
    어텐션모델+_12191954_정원준.pdf
    
    머신러닝3일차.ipynb
  - 6
    
    Theoretical study on Machine learning
    
    Speaker: Hyunwoo Kim (INHA University)
    
    0207_Hyunwoo.pdf
- Lunch 🍕
- Hands-on 👩‍💻
  - 7
    
    Exercise1 : Boosted Decision Tree
    
    Speaker: JaeYoon Cho (Inha University (KR))
    
    LINK : BDT_exercise
  - 8
    
    Exercise 2
    
    Speakers: HyeongWoo Noh , Wonjun Jeong (inha university)
    
    머신러닝3일차.zip
    
    Day3(Classification).ipynb
    
    Day3(Regression_Unsupervise).ipynb
    
    Day3(supplement).ipynb
    
    kor-eng.zip
    
    Q3train.csv
    
    Transformer (2).ipynb
- Dinner 🍗