BrandonHoeft

Recommender-System-R-Tutorial

Building example collaborative filtering recommender systems with RecommenderLab package in R. Example code is borrowed and modified from the book, "Building a Recommendation System with R", by Suresh K. Gorakala and Michele Usuelli.

Doing-Bayesian-Data-Analysis

MY R code from the book (2nd Edition) by John K. Kruschke

Glassdoor-Topic-Modeling-my-Employer

SaberSimScraper

Web Scraper to download the daily postings on Fangraphs.com of SaberSim Daily Fantasy Baseball point simulated expectations of Batters, Pitchers.

fifa-career-mode-db

postgres database FIFA soccer stats project run with docker-compose

Generalized-Additive-Models-with-MLB-Statcast

To explore the newer MLB Statcast data and understanding baseball event relationships with generalized additive models (GAMs)

predict-march-madness-2019

Stage 2 Predictions for all 2,278 possible game combinations downloaded from my Kaggle Kernel. Run through Bracketeer bracket generator.

similarity-measures

Example applying linear algebra to calculate similarity between entities.

bayesian-inference

Collections of learning materials that I have worked through, applying Bayesian inference.

dotfiles

My dotfiles for managing my shell's environment

mooc-work

Code from MOOC platforms and projects on Udemy, Coursera, etc.

Advanced-R-Programming

Applied-Predictive-Model-Resampling-Methods---MUTATE-Chaturvedi-2014-

My applied analysis of a novel predictive modeling technique for understanding the bias-variance trade off.

blueline

Clusterwise-Regression-Algorithm

Hybrid machine learning method for optimizing potential multiple populations in a dataset wtih k distinct models for k latent classes.

CSV-to-SQL-from-dual-query

data-Viz-basics-ggplot2

R Code example codebase to share with data science team for common ggplot2 graphs.

dbt-fundamentals

repo with my code for the course at https://courses.getdbt.com/courses/fundamentals

deepdishdata

Repo of analysis notebooks that are underlying content for my website www.deepdishdata.com

flask-udemy

open course flask for beginners udemy

Get-DraftKings-Salary-Data

nhst

A suite of python methods for null hypothesis significance testing using simulation (Bootstrapping, permutation sampling)

predict-march-madness-2018

Google Cloud and NCAA® have teamed up to bring the 2018 version of the Kaggle machine learning competition. The goal will be to develop, train, test predictive models that can help predict the outcomes of the 2018 NCAA tournament.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python-functions

Collection of functions for fun and learning, or odds and ends at work.

Rank-All-Hospitals-by-State-R-

Rec-Engine-498

residency-choice

My significant other is interviewing for residency programs after med school. I am collecting data on preferences on a battery of different measures important for weighting ranking decisions. Later, I will analyze the data to hopefully identify interesting insights about the residency interview experiences.

Think-Python

Working through assigned exercises from Think Python by Allen B. Downey

unittest-example

creating a simple function and then using Python standard library unittest to test the code. My first use of this library