Home
Me & Myself
Introduction
Data Gathering
Data Cleaning
Exploring Data
Clustering
ARM & Networking
Decision Trees
Naive Bayes & SVM
Conclusion
Time Series Analysis
Introduction
Data Sources
Data Visualization
Exploratory Data Analysis
ARMA/ARIMA/SARIMA Models
Spectral Analysis and Filtering
Financial Time Series Models (ARCH/GARCH)
Deep Learning for TS
Conclusions
Bo Yang
Fall 2020, Data Science and Analytics Program
Georgetown University
