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justinmorgan

Justin Williams

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Classification Metrics
Regression modeling classification metrics
Moneyball EDA
EDA with recommendations for data cleaning and feature engineering.
Final Exam Pt1
First part of final exam for data 605
Taylor Series Approximation
Multiple Regression 2
Multiple Linear Regression
Simple Linear Regression (SLR)
Markov Chains/Random Walks
Central Limit Theorem and MGF
Important Distributions
A review of some important distributions
Probability distributions
This is an exercise on probability distributions using R
Eigenshoes
Builds and visualizes eigenimagery that accounts for 80% of the variability in the dataset.
Rank of Matrix / Eigenvalues
LU Decomposition
Write a function to LU decompose square matrix.
Initial transformation
Assignment number 1 for data 605
Recommender System Discussion
Recommender system discussion. I chose to look at Spotify's MUSIG model for recommending Discover Weekly Playlists.
NY Times Article API
This is a demonstration of using the NY Times Article API to query articles. with keywords climate+change and sustainability in the year 2021 in NYC. Minor visuals and descriptive statistics as well.
Week 7 Assignment
United States COVID-19 Cases and Deaths by State
Project analyzing CDC COVID-19 dataset with daily updates.
Assignment 5 - Israel COVID-19 Data
Tidy and transform COVID-19 vaccination data for Israel
Project 1 - Data Analysis
Analyze text file in cross table format, and return cleaned data that could for example be imported into an SQL database.
Assignment 3 - Character manipulation
Week 3 assignment for DATA 607.
Assignment 1 - Loading Data into a Data Frame
This is the first assignment for DATA607. I chose to use data from a 538 survey about what it means to be a man.
Final Project
Final project for R Bridge workshop
R Bridge Week 2 Assignment
RMD file for week 2 assignment
R Bridge Week 1 Assignment
This is the RMD file for week 1 assignment for the R Bridge.