Pinned Repositories
binary-classification-model
Building a binary classification model to determine whether someone will default on credit card payments
covid-map-nyc
Creating a choropleth map to visualize the prevalence of covid19 testing & case-counts across NYC boroughs, by zip code
image-color-scraping
Extracting dominant RGB colors from images to construct a map on Average Jeans Color, by State
interactive-mapping
Blog post on using Folium to create an interactive map of prison demographic in the US
Movie-Data-Analysis
Exploratory data analysis of movie data, using web-scraping, statistical testing, and data visualization (Flatiron Project 1)
music-recommender
Building a Spotify recommendation system for prominent music labels, using K-means clustering and cosine similarity (Flatiron Project 4)
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)
pyspark-ml
Blog post on building a multi-label classifier using PySpark to predict chess match outcomes
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)
khyateed's Repositories
khyateed/music-recommender
Building a Spotify recommendation system for prominent music labels, using K-means clustering and cosine similarity (Flatiron Project 4)
khyateed/image-color-scraping
Extracting dominant RGB colors from images to construct a map on Average Jeans Color, by State
khyateed/Movie-Data-Analysis
Exploratory data analysis of movie data, using web-scraping, statistical testing, and data visualization (Flatiron Project 1)
khyateed/pyspark-ml
Blog post on building a multi-label classifier using PySpark to predict chess match outcomes
khyateed/binary-classification-model
Building a binary classification model to determine whether someone will default on credit card payments
khyateed/interactive-mapping
Blog post on using Folium to create an interactive map of prison demographic in the US
khyateed/khyateed.github.io
My Personal Website
khyateed/predicting-housing-prices
*Winning Model* Competition to build a linear regression model that predict housing prices in Kings County, WA (Flatiron Project 2)
khyateed/projecting-food-insecurity
Using regression models to project food insecurity rates in the US, by county for the year 2020 (Flatiron Capstone Project)
khyateed/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)
khyateed/twitter-nlp-project
Data analysis project using the Twitter API, web-scraping, and NLP methods to visualize what US Senators are tweeting about.
khyateed/A-B_Testing_Cohens_d
khyateed/Central_Limit_Theorem_Confidence_intervals
khyateed/dsc-intro-to-probability-lab
khyateed/dsc-intro-to-sets-lab
khyateed/Feature_engineering_Bias-Variance_Tradeoff
Lecture on feature engineering, bias/variance
khyateed/fifa_scraper
Script that web scrapes all players and stats from SoFifa.com
khyateed/filter-readme-python-data-science-intro-000
khyateed/flatiron-lectures
khyateed/gpt2-lyric-generation
Using GPT-2 to generate song lyrics in the musical style of The Beatles
khyateed/map-readme-python-data-science-intro-000
khyateed/Multiple_Linear_Regression
Flatiron lecture for multiple linear regression
khyateed/nyc-091420-week2
khyateed/nyc-ds-morning-exercise-pyfiles
This morning we will build some functions in a jupyter notebook and then move them to .py files!
khyateed/protecting-workloads-workshop
This workshop will help you learn approaches for protecting your workloads on AWS.
khyateed/python-defining-functions-readme-data-science-intro-000
khyateed/python-scope-readme-data-science-intro-000
khyateed/Simple_Linear_Regression
Flatiron Lecture on Simple Linear Regression
khyateed/T-Tests_Hypothesis_testing
Lecture Notebook on Hypothesis Testing: T-Tests, critical values, type 1/2 errors,
khyateed/Train_Test_Validation
Flatiron Lecture on model validation using train/test split