Data Science Projects
ROTTEN TOMATOES MOVIE CRITIC AI EVALUATION SYSTEM: (PYTHON)
The goal of this project is to use the review of Rotten Tomatoes website and machine learning methods to predict whether review is a good review (Fresh) or bad review (Rotten).
RFM ANALYSIS & CLUSTERING MODELING FOR RETAIL INDUSTRY (PYTHON)
Using RFM Model and applying Clustering analysis on retail customers based on these metrics to help understand who are top-tiered customers and who aren’t.
UPLIFT MODELING (PYTHON)
The uplift model helps us to predict the lift for each customer and then empowers us to target only the high-lift customers. This project implements sanity checks on AB Testing and applies an Uplift model to recommend the best optimization strategy for Starbucks.
FETCH REWARDS DATA MODELING: (PYTHON)
Designed Entity-Relation Diagram, loaded the data, transformed the JSON format into a data frame, and captured data quality issues.
LOAN APPLICATION ANALYSIS:(PYTHON)
Analyze every loan application made in Wisconsin in 2020 by following steps. - Create Classes to store data / First Home Bank Analysis / University of Wisconsin Credit Union Analysis.
PREDICTING THE POPULATION IN WISCONSIN: (PYTHON)
Making predictions about census data for Wisconsin using Regression models. Working with four different data types, including geojson, .db, and zip file, to construct DataFrames suitable for training.
DATA ANALYSIS ON EDGAR WEB LOGS: (PYTHON)
Develops tools to extract information from the filings stored in the Electronic Data Gathering, Analysis, and Retrieval system, database. and we’ll use those Python to analyze user behavior.
TITANIC DATA ANALYSIS: (PYTHON)
Build a predictive model using python from scratch, including training and testing data preprocessing, one-hot encoding, normalization, and classification model training in both degree 1 and degree 2 .
GAME PROJECT IN STANCODE: (PYTHON)
Builds different game projects using python to develop basic and advanced programming skillsets, including Hangman Games, Breakout Game, Name searching Systems, Boggle Game Solver, etc.
