參考資源

程式設計

項次	資料描述
01	Python Tutorials for Downloading Twitter Data
02	Using Python to Grab Twitter User Data
03	Bokeh Library
04	Seaborn Visualization
05	A sandbox, & other things
06	Plotting data on a map (Example Gallery)
07	Python Basemap drawgreatcircle function
08	Python3网络爬虫(四)：使用User Agent和代理IP隐藏身份
09	From Beautiful Maps to Actionable Insights: Introducing kepler.gl, Uber’s Open Source Geospatial Toolbox
10	Create Network Graph
11	3D Network Graphs in Python/v3
12	The Python Graph Gallery
13	Basemap Customization with Matplotlib
14	Circles
15	Network diagram with the NetworkX library
16	Python Tutorials for Downloading Twitter Data
17	Using Python to Grab Twitter User Data

項次	資料描述
01	Shiny from R sdudio
02	Plotly R Open Source Graphing Library
03	Prof. Wen's Network Data Analysis and Models
04	NTU Computer Information Center - Teacher Lin's Website
05	htmlwidgets for R
06	Applying R in Chinese Text Mining
07	Using R in Hydrology
08	An Introduction to Statistical Learning

項次	資料描述
01	Database Management Systems
02	Introduction to Data Mining (Second Edition)
03	Mining the Social Web (2nd Edition)
04	Data Mining with Weka MOOC
05	Machine Learning Notebooks
06	An LSTM Odyssey
07	Tutorials at KDD 2015
08	Introduction to SQL
09	Blind source separation using FastICA
10	Google Cloud Platform GitHub
11	DataIsBeautiful
12	Blaze Tutorial
13	Advanced Analytics with Spark Source Code
14	Apache Spark on Docker with Anaconda Python
15	SQLite Baseball Archive
16	Introduction to Machine Learning from Google
17	XGBoost 使用說明
18	eXtreme Gradient Boosting
19	XGBoost Documentation
20	Google Earth Engine API
21	資料科學・機器・人
22	何謂生成對抗網路? 聽聽頂尖研究員怎麼說
23	How to compute the similarity between two text documents?
24	Reinforcement-learning-with-tensorflow
25	Learn from ML experts at Google
26	Google Learning Crash Course
27	Google Research

項次	資料描述
01	Cleve's Corner Collection
02	MATLAB 之工程應用
03	Prof. Chang's courses from Dept. of CSIE, NTU
04	WVTool
05	Time-Frequency Analysis
06	Filter Design (濾波器設計)

項次	資料描述
01	One-way ANOVA in SPSS
02	Post Hoc Test
03	Simple regression analysis
04	Multiple regression analysis

項次	資料描述
01	LaTeX – A document preparation system
02	List of LaTeX mathematical symbols
03	LaTeX Documentation on Overleaf
04	LaTeX:Symbols
05	LaTeX Table Generator
06	LaTeX Equation Generator