Khyatee Desai's repositories
music-recommender
Building a Spotify recommendation system for prominent music labels, using K-means clustering and cosine similarity (Flatiron Project 4)
forecasting-neighborhood-change-nyc
[Masters Thesis] Predicting the gentrification of NYC using ML
image-color-scraping
Extracting dominant RGB colors from images to construct a map on Average Jeans Color, by State
Movie-Data-Analysis
Exploratory data analysis of movie data, using web-scraping, statistical testing, and data visualization (Flatiron Project 1)
pyspark-ml
Blog post on building a multi-label classifier using PySpark to predict chess match outcomes
binary-classification-model
Building a binary classification model to determine whether someone will default on credit card payments
deep-learning-final-project-lung-cancer-tumor-segmentation
Using deep learning to identify a tumor within a lung CT scan
gpt2-lyric-generation
Using GPT-2 to generate song lyrics in the musical style of The Beatles
interactive-mapping
Blog post on using Folium to create an interactive map of prison demographic in the US
khyateed.github.io
My Personal Website
predicting-housing-prices
*Winning Model* Competition to build a linear regression model that predict housing prices in Kings County, WA (Flatiron Project 2)
projecting-food-insecurity
Using regression models to project food insecurity rates in the US, by county for the year 2020 (Flatiron Capstone Project)
song-classification-project
Multi-label classification of Spotify rock songs into musical eras, using Logistic Regression, KNN, Decision Trees, Random Forest, and XGBoost (Flatiron Project 3)
twitter-nlp-project
Data analysis project using the Twitter API, web-scraping, and NLP methods to visualize what US Senators are tweeting about.
Album-Reviews-Sentiment-Analysis
NLP project predicting the sentiment of written reviews
Feature_engineering_Bias-Variance_Tradeoff
Lecture on feature engineering, bias/variance
fifa_scraper
Script that web scrapes all players and stats from SoFifa.com
Multiple_Linear_Regression
Flatiron lecture for multiple linear regression
nyc-ds-morning-exercise-pyfiles
This morning we will build some functions in a jupyter notebook and then move them to .py files!
protecting-workloads-workshop
This workshop will help you learn approaches for protecting your workloads on AWS.
Simple_Linear_Regression
Flatiron Lecture on Simple Linear Regression
T-Tests_Hypothesis_testing
Lecture Notebook on Hypothesis Testing: T-Tests, critical values, type 1/2 errors,
Train_Test_Validation
Flatiron Lecture on model validation using train/test split