Classification Week 1 - Logistic Regression
Classification Week 2 - Logistic Regression
Classification Week 3 - Decision Tree
Classification Week 4 - Decision Trees in Practice - overfitting
Classification Week 6 - Precision and Recall
Classification Week 7 - Large Dataset
Classsification Week 5 - Boosting
Clustering Week 2 - KNN Neighbors
Clustering Week 3- Kmeans
Clustering Week 4- EM for Gaussian mixtures
Clustering Week 5 - Mixed Membership Modeling via Latent Dirichlet Allocation
Yun_5_lda_Assignment.ipynb
Machine Learning Case Study Week 2 - Regression
Machine Learning Case Study Week 3 - Classification
Machine Learning Case Study Week 4 - Clustering and Retrieving
Machine Learning Case Study Week 5 - Recommender System
Machine Learning Case Study Week 6 - Deep Learning, Searching for Images
Regression Week 1 - Simple Linear
Regression Week 2 - Multiple Regression
Regression Week 3 - Accessing Performance
Regression Week 4 - Ridge
Regression Week 5 - Lasso
Regression Week 6 - KNN and Kernal Regression
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