greenford Goto Github PK

billboard

Predicting the Billboard 100 using Spotify and Genius Data

data-scientists-guide-apache-spark

Best practices of using Spark for practicing data scientists in the context of a data scientist’s standard workflow.

dataweek-workshop

Machine learning workshop using Python, pandas, and scikit-learn. The first half of the day covered supervised classification using Logistic Regression and how to use cross validation to evaluate your models . The second half of the day covered unsupervised clustering with Kmeans as well as an overview of the data science process.

deep-learning

deep-photo-styletransfer

Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511

etsy-dataviz

Etsy Data Visualization App

galvanizecapstone

This is a repository to use for my Galvanize Capstone Project

git-primer-checkpoint

government-shutdown

learndatascience

Open Content for self-directed learning in data science

lessons-learned-data-science-interviews

Lessons learned the hard way through over 30+ data science interviews

mongo-db

Mongo DB

msongsdb

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.

okcupid

plotprog

predicting.billboard.100

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 ;)

self-study-resources

DSI Self Study Resources

song-popularity-predictor

spark-case-study

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux

statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

tdcj

tensorflow

Computation using data flow graphs for scalable machine learning

za-final-project

Zipfian Academy Final Project - Twitter Community Detection