Stanford and Coursera Online Courses

https://class.stanford.edu/courses

https://class.stanford.edu/dashboard

Stanford StatLearning

https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about

Gareth James • Daniela Witten • Trevor Hastie Robert Tibshirani
An Introduction to
Statistical Learning
with Applications in R
http://www-bcf.usc.edu/~gareth/ISL/ISLR%20Fourth%20Printing.pdf

R Sessions
https://class.stanford.edu/courses/HumanitiesandScience/StatLearning/Winter2015/0d68641c19484ef9aa6aeea03426dc68/

10 Lectures PDF
https://class.stanford.edu/courses/HumanitiesandScience/StatLearning/Winter2015/ba1951b8f66c4cdca2fcaabcdc91b792/

Vide Lectures
https://class.stanford.edu/courses/HumanitiesandScience/StatLearning/Winter2015/courseware/d9820868fd3642f19ee45e273e3dfafa/5bc11f959e6641a7abdffbd29ac1c66e/

Mining Massive Datasets

starts September 29 2014

https://www.coursera.org/course/mmds

http://www.mmds.org/

http://datascience101.wordpress.com/2014/09/15/free-big-data-mooc/

book - mining massive data sets

http://infolab.stanford.edu/~ullman/mmds/book.pdf

Octave

http://wiki.octave.org/Octave_for_MacOS_X

Supervised learning

http://en.wikipedia.org/wiki/Supervised_learning

Unsupervised learning

http://en.wikipedia.org/wiki/Unsupervised_learning

Scala Days, 2014

http://www.scaladays.org/

DataBricks

http://databricks.com/

We're working to revolutionize what you can do with big data.

We created the Apache Spark stack, and we'll soon bring you a whole lot more.

Spark Cloud
http://www.dbms2.com/2015/02/28/databricks-and-spark-update/

Global Spark Webinars from DataBricks
Transitioning from Traditional DW to Spark in OR Predictive Modeling
The prevailing issue when working with Operating Room (OR) scheduling within a hospital se ...more
Recorded Oct 21 2015 61 mins
https://www.brighttalk.com/webcast/12891/174053

H2O Deep Learning Webinar by Arno Candel

https://www.youtube.com/watch?v=GZU57OCSZy4&feature=youtu.be&a

http://www.dbms2.com/2014/02/02/spark-and-databricks/

A high-level status report on the @ApacheSpark project and @databricks: http://www.dbms2.com/2014/02/02/spark-and-databricks/ …

http://www.holdenkarau.com/

3SCALE

http://www.3scale.net/api-monetization-lp/

API Monetization

Easily setup pricing rules. Issue invoices. Get paid.

Spark

 Wiki Homepage

Contributing to Spark

https://cwiki.apache.org/confluence/display/SPARK/Contributing+to+Spark

http://spark.apache.org/

http://spark-summit.org/2013

https://spark-summit.org/talk/administering-spark

http://spark.apache.org/downloads.html

1. Download Spark: spark-1.1.0.tgz

http://spark.apache.org/docs/latest/building-with-maven.html

build with maven

export PATH=/Users/Irene/Downloads/maven/apache-maven-3.2.3/bin:$PATH

export MAVEN_OPTS="-Xmx2g -XX:MaxPermSize=512M -XX:ReservedCodeCacheSize=512m"

mvn -Pyarn -Phadoop-2.4 -Dhadoop.version=2.4.0 -DskipTests clean package

SPARK SQL

https://spark.apache.org/docs/1.1.0/sql-programming-guide.html

•  

http://quantifind.com/company/

Matt Malone

Scala Code Review

http://oldfashionedsoftware.com/