Go to login Go to sub menu Go to text
  • Type MOOC course
  • Period Always open
  • hr Study freely
  • Course approval method Automatic approval

Instructor Introduction

  • 커넥트재단

    커넥트재단은 '커넥트 번역 서포터즈'와 함께 Data science from MIT 강의를 번역하여 제공합니다. 모든 저작권은 MIT에게 있습니다.

  • Eric Grimson

    Eric Grimson 교수는 MIT에서 수학 박사학위를 받았으며 1984년부터 교수로 재직하고 있습니다. 교육에도 관심이 많아 25년간 입문강좌를 가르쳤으며  Edx에선 컴퓨터 입문 강좌 2개를 진행하고 있습니다.

  • John Guttag

    John Guttag 교수는 브라운 대학과 토론토 대학에서 각각 석사 학위와 박사 학위를 받았으며 1979년에 MIT 교수로 재임했습니다. 현재 MIT 컴퓨터과학 & 인공지능 연구소를 총괄하고 있습니다.

Lecture plan

강의목록
  1. [MIT] 데이터 사이언스 기초
    1. Chapter 1. Introduction and Optimization Problems
    1. Chapter 2. Optimization Problems
    1. Chapter 3. Graph-theoretic Models
    1. Chapter 4. Stochastic Thinking
    1. Chapter 5. Random Walks
    1. Chapter 6. Monte Carlo Simulation
    1. Chapter 7. Confidence Intervals
    1. Chapter 8. Sampling and Standard Error
    1. Chapter 9. Understanding Experimental Data (cont.)
    1. Chapter 10. Understanding Experimental Data (cont.)
    1. Chapter 11. Introduction to Machine Learning
    1. Chapter 12. Clustering
    1. Chapter 13. Classification
    1. Chapter 14. Classification and Statistical Sins
    1. Chapter 15. Statistical Sins and Wrap Up

Additional Info

번역 및 내용 감수 총괄: 홍용원 (연세대학교 컴퓨터공학 박사과정)
번역: 김재연, 천근영, 홍재이, 한상은, 조아영, 이수윤, 조하늘, 박준희, 박정빈, 윤수식, 신유주 (커넥트 번역 서포터즈)
퍼블리싱 : 변성윤(SOCAR 데이터 과학자)