an100

sparkworkshop

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

LearningSpark

Scala examples for learning to use Spark

SparkDemos

Analytics_Vidhya

Codes related to activities on AV including articles, hackathons and discussions.

edx-spark

s4ds

Scala for data science

summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

scikit-learn-beginners-tutorials

Abridged implementation of the official scikit-learn beginner tutorials

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.

scikit-learn-classifiers

An introduction to implementing a number of scikit-learn classifiers, along with some data exploration

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

spark-mooc

MIDS-W261-MACHINE-LEARNING-AT-SCALE

Repository for projects in machine learning at scale

spark-training

Spark training material

sparkit-learn

PySpark + Scikit-learn = Sparkit-learn

numpy-100

100 Numpy exercises (60 actually, we need your help...)

data-science-ipython-notebooks

Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes

Scala-notes

S

introduction-to-fp-in-scala

A softer introduction to fp in scala course, based on patterns-in-types and the nicta course.

deepdream

data-scientists-guide-apache-spark

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

ml-workshop

pbpython

Code, Notebooks and Examples from Practical Business Python

ibis-notebooks

IPython notebooks and learning materials for Ibis

scipy_2015_sklearn_tutorial

Scikit-Learn tutorial material for Scipy 2015

python_reference

Useful functions, tutorials, and other Python-related things

matplotlib-tutorial

Matplotlib tutorial for beginner

euroscipy-tutorial

Files for Euroscipy 2015

mario

Functional, Typesafe, Declarative Data Pipelines