2018 NTU CS+X

Announcement

Course：106學年度夏季學院【資料科學程式設計】
Student：龔泓愷
ID：B06208001
Department：臺大地理一
Intro：嗨，大家好，我是龔泓愷，興趣是看看3C相關科技新聞，期望在這門課提升自己的實力！

Schedule

Week1

Week2

Week3

Week4

Week5

Final Project

Homework

• hw1.html
• hw2(Part1).html + BONUS
• hw2(Part2).html
• hw3(EDA).html
• hw3(TFIDF/PCA/Kmeans).html
• hw4(Regression).html
• Final Project: Youbike Analysis
• Final Project: Powerpoint

Notes

• Introduction to R
• Intermediate R
• Introduction to the Tidyverse
• Introduction to Data
• Exploratory Data Analysis
• Cleaning Data in R
• Data Manipulation in R with dplyr
• Data Visualization with ggplot2 (I) (II) (III)
• Correlation and Regression
• Basic Statistics