Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of iPython Notebooks.
- Ecommerce Website Linear Regression Model
- Advertising Data Logistic Regression Model
- Anonymized Data K Nearest Neighbors Classifier
- Loans Data Classification - Decision Trees & Random Forests
- Iris Data Classification - Support Vector Machines & GridSearch
- Clustering Private and Public Universities - K Means Clustering
- Spam Detection - Natural Language Processing