E-112-2-5721012-Special Topics in Data Science and Statistics
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Course Introduction

Course Plan

  • Introduction to data science and R
  • Installation of R and RStudio
  • R data structures
  • Reading data
  • Writing R Function
  • Control Statements
  • Data Wrangling (1)
  • Data Wrangling (2)
  • Mid-term Exam
  • Tidyverse (1)
  • Statistical Graphics
  • probability and statistics
  • machine learning
  • 損失函數
  • 類神經網路
Teacher / 翁世峰

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