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cca-175-hadoop-spark-hands-on-guide

This contains a tutorial and a sample projects developed using spark, hive, sqoop and flume technologies.

data

Data and code behind the stories and interactives at FiveThirtyEight

data-science-at-the-command-line

Data Science at the Command Line

datascience

Big Data Projects

datasets

ds30_5

Data Science in 30 Minutes #5: Spark

fivethirtyeightdata

hadoop-docker

hive-demo

Following along with the Hive tutorial at StrataConf / HadoopWorld

imdb-intro-to-data-analysis-using-hive

Project Tutorial that serves as an introduction to Data Analysis using Hive and raw data download from IMDB.

inferentialthinking

Studying data science enables individuals to bring these techniques to bear on their work, their scientific endeavors, and their personal decisions. Critical thinking has long been a hallmark of a rigorous education, but critiques are often most effective when supported by data. A critical analysis of any aspect of the world, may it be business or social science, involves inductive reasoning; conclusions can rarely been proven outright, but only supported by the available evidence. Data science provides the means to make precise, reliable, and quantitative arguments about any set of observations. With unprecedented access to information and computing, critical thinking about any aspect of the world that can be measured would be incomplete without effective inferential techniques.

learning-pyspark

Code repository for Learning PySpark by Packt

lesson-example

Example lesson using Software Carpentry template.

master-the-tidyverse

Student downloads for the Master the Tidyverse Workshop

nifi-templates

A collection of templates for use with Apache NiFi.

nycflights13

An R data package containing all out-bound flights from NYC in 2013 + useful metdata

pyspark

PySpark Code for Hands-on Learners

pyspark-tutorial

PySpark-Tutorial provides basic algorithms using PySpark

pyspark-tutorial-1

Learn Spark using Python

pyspark-tutorials

Code snippets and tutorials for working with social science data in PySpark

python-novice-inflammation

Software Carpentry introduction to Python for novices using inflammation data.

python-programming-exercises

100+ Python challenging programming exercises

r4ds-exercise-solutions

Exercise solutions to "R for Data Science"

rcode

repo-with-large-file-storage

An example repo using Git Large File Storage (LFS)

smmr_twitter

Mining Opinions, Exploring Trends and More with Twitter

testing

tidyverse-workshop

Two-day introduction to the tidyverse workshop

twitter-sentiment-analysis-tutorial-201107

Code to reproduce the simple sentiment analysis from my presentation

twitter-sentiment-and-stock-volatility

Sentiment analysis on Tweets containing '$TWTR' and the relation to Twitter's stock price.