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