Udacity ML Nanodegree
- boston housing--Predict Boston house price. Decision Tree Regression, Grid Search.
- finding donors--Predict who will be a donor. One-hot encoding, SVM, GuassianNB, Logistc Regression.
- creating customer segments--Classification of the customers. Unsupervised learing, Kmeans, PCA.
- smartcab--Train a Smartcab How to Drive. Q-learning, Reinforcement Learning
- digit recognition--Classification of digits sequences. CNN
- capstone--Distracted Driver Detection. VGG16, Resnet50, K-fold Cross Validation.