thaychansy
I'm a Student of Data Science, Analytics, Engineering and Machine Learning located in the Los Angeles Metro Area with experience in the Aerospace Industry.
Los Angeles
Pinned Repositories
etl-project
ETL (Extract, Transform, and Load) data engineering pipeline project utilizing Python, Pandas, and PostgresSQL.
credit-risk-classification
This project involves building and evaluating a supervised machine learning model to assess loan risk. The core task is to develop a Logistic Regression model using a dataset of historical lending activity from a peer-to-peer lending service. The model aims to predict the creditworthiness of borrowers.
crypto-clustering-unsuperivsed-learning
The goal of the unsupervised machine learning project is to identify optimal clustering for cryptocurrencies using K-means clustering, leveraging the StandardScaler module from scikit-learn for data normalization and Principal Component Analysis (PCA) for dimensionality reduction and cluster optimization.
deep-learning
This repository contains a deep learning project for Alphabet Soup, aimed at predicting the success of funding applicants. Using machine learning and neural networks, the project develops a binary classifier to identify applicants with the highest likelihood of success, optimizing the foundation's funding decisions.
ResumeEnhancer
ML model & analysis system to enhance resumes based on job titles & market trends. Web scraping, data normalization, clustering, and AI-powered resume improvements.
click_through_rate_prediction
Click-Through Rate (CTR) prediction is a crucial task in online advertising aimed at estimating the likelihood of a user clicking on an ad.
medicaid_drug_ultilization_analysis
This comprehensive dataset allows for Exploratory Data Analysis (EDA) that provide insights into drug utilization trends, cost distribution, and the comparison of Medicaid versus non-Medicaid reimbursement.
python-api
Create a Python script using API calls to visualize the weather of over 500 cities of varying distances from the equator. Utilize regression model to plan future vacations.
ucb-data-analytics-project1-group5
Group Project - Google Trends 2024
d3.js-plotly-interactive-visualization
Interactive visualization project using D3.js and Plotly into building a Data-driven DOM manipulation dashboard to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.
thaychansy's Repositories
thaychansy/home-sales
This project involves Big Data analysis of real estate transaction data using SparkSQL/PySpark. The goal is to derive insights on housing prices based on various criteria. This analysis showcases the powerful data processing capabilities of SparkSQL/PySpark in handling large datasets efficiently.
thaychansy/sql-business-case
A quarterly report with all the key metrics presented to a CEO and the board so they can assess the health of the business and make the necessary decisions.
thaychansy/thaychansy.github.io
Thay Chansy's Portfolio
thaychansy/government_property_compliance_project
An interactive data visualization project for analyzing contractor compliance with FAR 52.245-1 and DFARS 252.245-7005 guidelines.
thaychansy/click_through_rate_prediction
Click-Through Rate (CTR) prediction is a crucial task in online advertising aimed at estimating the likelihood of a user clicking on an ad.
thaychansy/medicaid_drug_ultilization_analysis
This comprehensive dataset allows for Exploratory Data Analysis (EDA) that provide insights into drug utilization trends, cost distribution, and the comparison of Medicaid versus non-Medicaid reimbursement.
thaychansy/machine-learning-zoomcamp
Learn ML engineering for free in 4 months!
thaychansy/ResumeEnhancer
ML model & analysis system to enhance resumes based on job titles & market trends. Web scraping, data normalization, clustering, and AI-powered resume improvements.
thaychansy/thaychansy
Config files for my GitHub profile.
thaychansy/d3.js-plotly-interactive-visualization
Interactive visualization project using D3.js and Plotly into building a Data-driven DOM manipulation dashboard to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.
thaychansy/leaflet-map-visualization
Developing an Interactive Earthquake Map with Leaflet using USGS Data.
thaychansy/deep-learning
This repository contains a deep learning project for Alphabet Soup, aimed at predicting the success of funding applicants. Using machine learning and neural networks, the project develops a binary classifier to identify applicants with the highest likelihood of success, optimizing the foundation's funding decisions.
thaychansy/credit-risk-classification
This project involves building and evaluating a supervised machine learning model to assess loan risk. The core task is to develop a Logistic Regression model using a dataset of historical lending activity from a peer-to-peer lending service. The model aims to predict the creditworthiness of borrowers.
thaychansy/crypto-clustering-unsuperivsed-learning
The goal of the unsupervised machine learning project is to identify optimal clustering for cryptocurrencies using K-means clustering, leveraging the StandardScaler module from scikit-learn for data normalization and Principal Component Analysis (PCA) for dimensionality reduction and cluster optimization.
thaychansy/nosql-mongo-db
NoSQL (MongoDB) database project with Python for "Ratings Data Analysis" utilizing PyMongo for MongoDB interaction and PrettyPrint for data formatting.
thaychansy/etl-project
ETL (Extract, Transform, and Load) data engineering pipeline project utilizing Python, Pandas, and PostgresSQL.
thaychansy/sql-data-modeling-engineering-analysis
This project will be a three-step journey through the world of data: 1. Data Modeling, 2. Data Engineering, and 3. Data Analysis.
thaychansy/python-challenge
Create Python scripts to analyze the financial records and modernize vote-counting process for a small-town election.
thaychansy/pymaceuticals-python-data-analysis
Prepare data, generate summary statistics, create bar/pie charts, calculate quartiles, find outliers, and create box plots.
thaychansy/vba
Generate VBA script to analyze generated stock market data.
thaychansy/python-api
Create a Python script using API calls to visualize the weather of over 500 cities of varying distances from the equator. Utilize regression model to plan future vacations.
thaychansy/pandas-data-analysis
Deciphering district-wide standardized test scores using Python and Pandas libraries.
thaychansy/html-web-scraping
Full web-scraping and data analysis project extracting information via automated browsing with Splinter and HTML parsing with Beautiful Soup.
thaychansy/sqlalchemy-sql-lite
SQL Alchemy Project using Flask, API, Python and SQLITE.
thaychansy/ucb-data-analytics-project1-group5
Group Project - Google Trends 2024