brandonhoeft Goto Github PK

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.

bayesian-inference

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

blueline

cash-register-function

Written in R. Looking for improvements, alternative approaches

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

doing-bayesian-data-analysis

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

dotfiles

My dotfiles for managing my shell's environment

fifa-career-mode-db

postgres database FIFA soccer stats project run with docker-compose

flask-udemy

open course flask for beginners udemy

generalized-additive-models-with-mlb-statcast

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

get-draftkings-salary-data

glassdoor-topic-modeling-my-employer

mooc-work

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

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.

predict-march-madness-2019

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

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 ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-functions

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

rank-all-hospitals-by-state-r-

rank-hospital-function-r-

Using HHS Dataset to write a R Function to pull the name of a hospital of a given state, for a given disease based on the requested hospital ranking.

rec-engine-498

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.

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.

sabersimscraper

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