Market Basket and Association Rules

Support Vector Machines

Non-linear regression models

Decision Trees & Random Forest

Linear Regression

Time Series Forecasting

ARIMA Models (Hyndman Chapter 9)

Exploratory Data Analysis on sports gambling data

Exponential Smoothing: Hyndman Chapter 8

Missing Data

Homework 3 (Time Series Forecasting) for DATA 624

Time Series Decomposition and Transformation

Exercises 2.1 - 2.5, 2.8 from Hyndman

Non=parametric Regression!

Box-Cox Transformations and all that

Basic GLM Capability!

Multinomial Classification on the Iris Dataset

First blog post for CUNY SPS DATA621

Part 1 - Probability & Stats

Kaggle regression model submission for DATA605

Taylor Series

Univariate and Multivariate Calculus

Exercise 4.2.15 - related rates

Multiple Regression

Multiple Regression

Simple Linear Regression: Geysers

Simple Linear Regression (Cars)

Markov Chains and Random Walks

Exercise 11.1.13 Probability Textbook

Problem Set 9: Central Limit Theorem & Moment Generation Functions

Exercise 9.3.9: Continuous Independent Trials

Sums of Random Variables

Exercise 7.1.3

Discussion post for week 7. I chose Exercise 3.2.6 from the probability textbook

Probability Distributions

Introduction to Probability, Chapter 2, exercise 23

Using Principal Component Analysis to construct an eigenbasis for shoe image dataset

Problem Set #3 for DATA 605: Fundamentals of Computational Mathematics

Slide Deck Presentation for DATA 607 Final Project

Final Project for DATA 607. Investigating the impact of air quality on academic performance within NYC

Slide deck (via Rmd) of DATA 606 Final Presentation. Looks at 2010 World Cup viewership data and differences between FIFA confederations

Final Project for DATA 606. Taking a look at World Cup TV viewership data and trying to see if there's a difference in viewership between confederations

Lab 9 (Multiple Regression) for CUNY SPS Data 606

project 4 for Andrew Bowen - CUNY SPS DATA 607

Andrew Bowen Lab 8 for DATA 606

Text Mining with R Homework for Data 607.

Homework #6 (Working with Web APIs) for DUNY SPS Data Science Master's

Andrew Bowen - Data 607 HW #5. Data files located on GitHub

Project 2 (Untidy Data) for CUNY SPS Data 607

Project 1 (ELO Rating parsing) for CUNY Data Science DATA607

Homework Assignment #3 for CUNY SPS DATA607 course

Weekly Homework Assignment #1 for CUNY DATA 607 course

HW #3 for the CUNY Data Science R Bridge workshop 2022.

Minimal runnable code for the Week 2 discussion in the R Bridge track

HW #2 for the CUNY Data Science Bridge Program R Programing track

Andrew Bowen Homework #1 for the CUNY MSDS Bridge Program R workshop