Machine Learning Files & Projects Owner of this repository: Swati Sharma
[Optional Assignment] Python Practice Questions
[Optional Assignment] Pandas (for basic understanding) Practice Questions
Data Visualization with Haberman Dataset
Apply t SNE on Donors Choose dataset
Apply k NN on Donors Choose dataset
Apply Naive Bayes on Donors Choose dataset
Logistic Regression on Donors Choose dataset
Implement SGD for linear regression
Apply SVM on Donors Choose dataset
Apply Decision Trees on Donors Choose dataset
Apply Random Forests GBDT on Donors Choose dataset
Apply K means Agglomerative DBSCAN clustering algorithms on Donors Choose dataset
Apply Truncated SVD on Donors Choose dataset
TensorFlow and Keras Build various MLP architectures for MNIST dataset
Try various CNN networks on MNIST dataset
LSTM on Donors Choose
Personalized Cancer diagnosis
Taxi demand prediction
Microsoft Malware detection
Netflix prize
Stack overflow tagging
Quora question pair similarity Assignment
Human activity detection
SQL Assignment on IMDB data
Facebook Friend Recommendation
Apparel Recommendation
CNN on CIFR
Self Driving Car
Self Case Study 1
Self Case Study 2