README.md

IS590DT Special workshops on data mining

by TA Yingjun

Series schedule

• 09/25 DT inclass tutorial and assignment 4.
• 10/11 Lab session on Linear Regression model.
• 10/18 lab session on EM/LDA + brief intro to ml algorithms.
• 10/25 TBD

Topic list (through feedback and other communications)

1. ml models and algorithms

• Feature Engineering
• Neural Network
• K-Means
• SVM
• Deep Learning And GAN
• NB
• Kmeans
• Ridge and Lasso
• Feature Selection (PCA; SVD; Ridge/Lasso; ) + GitHub
• LDA + Journal/Conference
• Polynominal + BigNames
• KMeans + arxiv?
• Regression Trees
• Deep Learning/Neural Network
• SVM?

2. platforms

• github
• reddit
• kaggle
• arxiv

3. Journals & Conferences

4. Big Names, celebrities, and anecdotes.