Data Analytics and ML
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Updated
Jul 1, 2019 - Jupyter Notebook
Data Analytics and ML
Exemplary, annotated machine learning pipeline for any tabular data problem.
Comparison of various data imputation methods
Jointly characterizing epigenetic dynamics across multiple cell types
Performing Exploratory Data Analysis on LendingClub Dataset
Hormone Therapy Decision Support System for Breast Cancer
Data imputation and feature reconstruction using deep learning
Using data science and analysis to gain insight on demographic distribution, identify clusters in which various platforms lie, and building predictive models to predict the probability of a user using a particular application.
Implementation of work on uncertainty for data imputation
A beginner level Machine Learning pipeline covering all basic steps.
A repo to explore how different data imputation methods affect machine bias
JOB-A-THON|MAY(2021)
MLB Team Runs Allowed Prediction Project (Linear Regression)
Code and Datasets for the paper "Identifying Sepsis Subphenotypes via Time-Aware Multi-ModalAuto-Encoder", published on KDD 2020.
Uses neural network to predict max bench press weight
In this project, I analyze, plot and clean Tanzania's Water Pump Dataset, which is provided by DrivenData.org for a competition.
Post Graduation Major Project
Imputation of Missing Data in Tables
6th place entry for the Genentech – 404 Challenge
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