Galvanize Data Science (@GalvanizeDataScience)
Guthub

GalvanizeDataScience

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

building-spark-applications-live-lessons

Supporting content (slides and exercises) for the Addison-Wesley (Pearson) video series covering best practices for developing scalable Spark applications for predictive analytics in the context of a data scientist's standard workflow.
Jupyter Notebook
66
star
2

Opinion-Mining-Project

Feature-Based Sentiment Analysis in Python
Python
58
star
3

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux
Shell
57
star
4

self-study-resources

DSI Self Study Resources
Shell
18
star
5

pipelines_and_featureunions

An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.
HTML
16
star
6

ml-workshop

12
star
7

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.
10
star
8

zipfian-distribution

A self contained environment to do data science with {Python | Shell | R | Hadoop}. This is a Vagrant box built on Ubuntu 12.04 LTS
Ruby
10
star
9

probabilistic-programming-intro

Introduction to probabilistic programming using PyMC3
Jupyter Notebook
6
star
10

python-anti-patterns

A presentation of commonly observed beginner-mistakes.
Jupyter Notebook
5
star
11

ZA-Final-Project

Zipfian Academy Final Project - Twitter Community Detection
Python
3
star
12

stats-shortcourse

The statistics short course is both a resource and survey of the areas of probability and statistics that are foundational for the data science immersive at Galvanize.
3
star
13

chrome-statistics-data

Python
2
star
14

Project-PPMI

Analyze Data from a Large Parkinson's Clinical Study
2
star
15

government-shutdown

R
2
star
16

DS-Glossary-RPT1

student-led glossary of data science terms
2
star
17

oakland-law-network-data

1
star
18

live_coding

Live Coding repo for showing to an info session
Jupyter Notebook
1
star
19

performotron

A little utility for allowing students to post the performance of their models to slack.
Python
1
star
20

RFT4-Capstones

Directory of Final Capstones for Galvanize Data Science, Remote Full Time, Cohort 4
1
star
21

example

An example repository containing an exercise and lecture used as a reference for instructor mock lectures.
Python
1
star
22

ad-hoc-lectures

Python
1
star
23

george

Helpers for Zipfian Academy curriculum and whatnot
Python
1
star
24

link-functions

1
star
25

july-2-tom-screencast

1
star
26

ds-nyc-project-shell

a shell for a data science repo for capstone projects
Jupyter Notebook
1
star
27

IntroToMachineLearning

Intro To Machine Learning Galvanize
Jupyter Notebook
1
star