Pinned Repositories
Causal-Inference-Growth-Mindset-Intervention
Using causal inference techniques (OR, IPW, Hajek, DR) and Causal Forests to estimate average treatment effect (ATE)
Choir-Performance-Predictors-with-Mixed-Effect-Model
MSSP Project: Using mixed-effect model to assess choir directors' educational background and schools' demographic details on the success and failure of their choir performances
Parameter-Shrinkage-and-Penalization-Methods
Math Departmental Honors Research Project in Statistics
Smoker-Propensity-and-Smoker-Liar-Detection
Internship Project: Built a predictive classification model in Python to detect smoker propensity and liar detection using life underwriting data
Stochastic-Gradient-Descent-Parameters-Configurations
Stochastic Gradient Descent (SGD) Different Parameter Configurations
Tape-Report
Tape differentiation in forensic science using hierarchical clustering with distance matrix and the elbow method in k-means clustering for validation.
AirBnBProject
New York Airbnb housing prediction using random forest and linear regression. Emphasis on data preprocessing, data visualization, and machine learning techniques.
Bike-Sharing-Predictive-Analysis
Predictive Analysis on Bike Sharing Registrations with four multiple linear regression models.
BluffDifferentiation
Groupings of bluffs in Boston coastal region using hierarchical clustering with distance matrix and multidimensional scaling (MDS)
COVID-19-face-mask-detector-keras
Face Mask Detection Application using Tensorflow, Keras and OpenCV. Winter of Code 2021 Data Science Project.
mithu170900's Repositories
mithu170900/mithu170900.github.io
mithu170900/Causal-Inference-Growth-Mindset-Intervention
Using causal inference techniques (OR, IPW, Hajek, DR) and Causal Forests to estimate average treatment effect (ATE)
mithu170900/Stochastic-Gradient-Descent-Parameters-Configurations
Stochastic Gradient Descent (SGD) Different Parameter Configurations
mithu170900/Bike-Sharing-Predictive-Analysis
Predictive Analysis on Bike Sharing Registrations with four multiple linear regression models.
mithu170900/Choir-Performance-Predictors-with-Mixed-Effect-Model
MSSP Project: Using mixed-effect model to assess choir directors' educational background and schools' demographic details on the success and failure of their choir performances
mithu170900/CTLungScanRate
MSSP Healthcare Project: Mixed-effect model and model evaluations
mithu170900/SocialMediaPerceptions
MSSP Project: News Perception. Assumptions Checks for ANOVA, proportional log-odds model for Likert-scale data.
mithu170900/KSProject
Visualizations of references to concepts and impacts mentioned by caregivers of individuals with Kleefstra Syndrome (KS).
mithu170900/BluffDifferentiation
Groupings of bluffs in Boston coastal region using hierarchical clustering with distance matrix and multidimensional scaling (MDS)
mithu170900/Tape-Report
Tape differentiation in forensic science using hierarchical clustering with distance matrix and the elbow method in k-means clustering for validation.
mithu170900/Parameter-Shrinkage-and-Penalization-Methods
Math Departmental Honors Research Project in Statistics
mithu170900/AirBnBProject
New York Airbnb housing prediction using random forest and linear regression. Emphasis on data preprocessing, data visualization, and machine learning techniques.
mithu170900/COVID-19-face-mask-detector-keras
Face Mask Detection Application using Tensorflow, Keras and OpenCV. Winter of Code 2021 Data Science Project.
mithu170900/Smoker-Propensity-and-Smoker-Liar-Detection
Internship Project: Built a predictive classification model in Python to detect smoker propensity and liar detection using life underwriting data