From Computerization, to Digitalization, and to Intelligentization - A Historical Perspective
Data Chain: Collection, Management, Preprocessing, and Transformation
Data Chain: Application and Visualization
Modeling: Introduction and Basic Regression and Classification
Modeling: Artificial Neural Networks and Deep Learning
Modeling: Unsupervised Learning
Modeling: Distributed AI
• Case study: Text Analysis and Modeling
• Case study: Data Driven Social Analytics and Modeling
Please contact me (chao.wu@zju.edu.cn) if you find any error or have suggestion to these notes.