amunategui Goto Github PK

amunategui.github.io

asus-pakdd-2014

Kaggle competition

bagging-in-r

Companion code for http://amunategui.github.io/bagging-in-R/

basic_submission_form

bettercrossvalidation

Companion code for YouTube video: https://www.youtube.com/watch?v=Og7CGAfSr_Y&feature=youtu.be

blog

caretensemble

Ensemble

chatbot-conversations

Chatbots are all the rage these days and we get a lot of requests for them at SpringML. They not only have that “AI” chic, they’re also offer faster customer service at a much cheaper cost - a huge win-win. Though chatbot technology is mature and available today, see Dialogflow from Google as an example of how easy it is to implement, building a good one is no trivial task. The last thing you want to do is anger customers that are reaching out for help.

cross-country-trip-with-yelp

Walkthrough code for http://amunategui.github.io/yelp-cross-country-trip/

csv2vowpal

My take on the fastest possible translator for CSV to VW (vowpal wabbit) files using R. This is a work in progress

cvae-financial-anomaly-detection

datasciencecoursera

repository for JH/Coursera class 'The Data Scientist’s Toolbox'

datasharing

The Leek group guide to data sharing

dummyfier

Function wrapper for Caret's dummyVars to quickly break out every factor for a given data.frame column. Handles one column formula on 2 or more levels and returns altered data.frame with new columns minus original.

excel-geocoding-tool

Easy to use Geocoding tool for Excel.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

exploring-data-with-correlations

exploringdataandmachinelearning

feature-hashing-walkthrough

Companion code for http://amunategui.github.io/feature-hashing/

feedback

flask_test

fscaret-feature-selection-on-steroids

Code for Youtube video: https://www.youtube.com/watch?v=dTRDZBltCTg&list=UUq4pm1i_VZqxKVVOz5qRBIA&index=1

full-r-scripts-walkthroughs

PDF version of full R walkthroughs: R - General Purpose Machine Learning Scripts copy.pdf

get-all-hacker-news-submissions-comments

Simple Python scripts to download all Hacker News submissions and comments and store them in a PostgreSQL database.

gettingandcleaningdata

Getting and Cleaning Data - John Hopkins

github.io-custom-album-example

Show it to the World! Let's Build a Free Art Portfolio Website on GitHub.io in 20 Minutes!

google-trends-walkthrough

Code to walkthrough - http://amunategui.github.io/google-trends-walkthrough/

greatlookingwebsite.github.io-master

greekmedia

Kaggle Competion - Multi-label prediction

hf_conf_test