sapiensvisionem

Econometrics-Workflow-OLS-IV-RCT-RDD-DiD-Panel-Data-in-R

custom script of econometric methods, replicating various well cited papers from economics and econometrics journals

Machine-Learning---Legislation-Data-in-Python

custom script for EDA and classification model in Python pandas and scikit-learn

Natural-Language-Processing-----Capstone-Project

Graduation project in collaboration with Abbvie Pharmaceutical

R-ggplot2---Automated-Data-Visualization-Wrapper-Function

custom-made function to automate visualization using ggplot2

Analyzing-Social-Safety-Net-and-Welfare-Programs-with-Econometric-Methods-with-R-data.table-library

Analysis of US economic redistribution policies. Using R's data.table library for data manipulation.

Automating-R-Update-and-Installing-Packages

Bayesian-Analysis---2012-2016-Election-Data

class project for Bayesian Statistics

Big-Data-Platform-----PySpark-and-Image-Classification

class project for Big Data Platform

Business-ML-Ideas

Coding-Machine-Learning-Models-from-Scratch-in-R

Linear Regression, Lasso, Cross-Validation, Monte-Carlo Simulation, K-Means, Decision Trees

Data-Mining---Wine-Review-Data

class project for Data Mining

Deep-Learning---RNN-LSTM-AutoEncoder

class project for Advanced Machine Learning

EDA-Workflow-in-R

Missing values, Visualization, Feature Engineering

Longitudinal-Data-and-Hierarchical-Mixed-Models

Machine-Learning-Workflow-EDA-FE-FS-ML-in-R

Marketing-Analytics---A-B-Testing-and-Customer-Analytics

customized script for working with marketing team

Marketing-Analytics---Customer-Lifetime-Value-and-Churn-Rate

customized script for working with marketing team

Marketing-Analytics---Customer-Segmentation-on-RFM-Data

customized script from working with marketing team

Marketing-Analytics---Marketing-Mix-Models

class project for Marketing Analytics

My-budget-triangle

All combinations of how I will allocate my budget to rent, saving, and luxury after deducting taxes and necessities

My-Favorite-Public-API-Sources-and-Queries

Census, Yahoo Finance, FRED, Twitter, Reddit

My-Visualization-Principles

Propensity-Scoring

R-Plotly---Plotting-Exercises-on-Sales-Data

Scikit-Learn---Automated-Feature-Selection-Machine-Learning-Pipeline-Function

custom made function to automate feature selection process and pipeline it with machine learning model of choice using scikit-learn

SQL-Master

Time-Series---England-Temperature-Data

class project for Time Dependent Data in 2016

Time-Series-Forecasting-Workflow-in-R

UChicago-Hackathon-2020

How do social distancing policies affect mobility?

Visualization-of-Geospatial-Data