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ML Dev. Process 본문

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ML Dev. Process

LemonSoda 2022. 2. 21. 12:09

Coding Competitions

 

Data

Tasks to do 

  1. Problem Definition
    • Domain Understanding (Purpose)
    • Problem Definition
    • Input/Output 
  2. Data Description
    • Data Mining : Data Description (File type, Metadata Field intro. ) 
    • Data Analysis : EDA (Exploratory Data Analysis, 탐색적 데이터 분석 → 데이터를 이해하기 위한 노력 ) 
  3. Data Processing 
  4. Modeling
  5. Training
  6. Deploy : Submission, leaderboard 
  7. Discussion
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