Name: Sameeksha Raj Shimoga Basavaraja
Type: User
Company: @santaclarauniversity
Bio: MS in Computer Science @santaclarauniversity | Data Scientist | Machine Learning | Fitness Enthusiast
Twitter: sameeksharaj_
Location: Santa Clara
Blog: https://www.linkedin.com/in/sameeksharajsb/
Sameeksha Raj Shimoga Basavaraja's Projects
An NLP project that compares different approaches to document representation and classification. The techniques used include Topic-modeling, Tf-Idf, doc2vec, SVM, and CNN
A predictive modeling project that builds an SVM model to predict customer churn. Tests classifiers: SVM, Random Forest, Logistic Regression, and XGBoost. Studies confusion matrices and picks the one with the highest recall value.
A hub that contains notebooks that perform elementary descriptive statistics of populations and samples and demonstrates 3 hypothesis tests- Welch t-test, Correlation, and Chi-square test. It shows how to run them in python and understand the results
machine learning course by Stanford University on Coursera
A DB project that populates data on Oracle DB and HiveQL, runs a comprehensive list of queries on them, and analyzes the difference in response time for each
A project that builds Classification-based, Model-based Collaborative filtering systems and Content-based recommender systems. And evaluates recommenders
A hub that contains notebooks that implement Regression models, illustrates LR via Gradient Descent, compares K-means vs Spectral vs Hierarchical, compares PCA vs t-SNE
An online store application that displays a product list for store owners to manage the products and for shoppers to browse and purchase with Ruby and Ruby on Rails
A time-series forecasting project to predict sales for different items at stores using LightGBM that can help with Inventory and Replenishment optimization
GUI based desktop application which allows a user to take an interactive quiz. Implemented varied questions, ranging from multiple choice, true/false to fill-in-the-blanks with textual modes of input using Java and Java Swing GUI toolkit
An AI project that implements uninformed and informed search algorithms. These algorithms are used to solve navigation and traveling salesman problems in the Pacman world.