Cascading, Scalding, and Related Tutorials Quickly start building Cascading apps with these tutorials and code samples contributed by Concurrent and members of the Cascading community.  

Application development

• Quick Start for Cascading
  Learn how to use Cascading through Java to implement common ETL tasks on Apache Hadoop

• Cascading on Amazon Web Services
  Use Cascading to create data processing workflows in AWS environments.

• The Java Developer’s Guide to Apache Hive
  Implement Hive workflows within Cascading Flows and Cascades

Integrations

• Accessing Redshift with Cascading
  Learn how to optimize migration of data between Amazon Redshift and your Cascading applications

• Scalable Cobol copybook Processing
  Create new Cascading schemes for Cobol copybook and other EBCIDIC, Packed-Decimal Format to process mainframe data in your Hadoop applications

• Integrating Cascading with Teradata
  Augment your EDW systems by learning how to develop Cascading applications on Hadoop that integrate (bulk import, export) with Teradata

Application development

• Quick Start for Scalding
  Learn how to implement common data processing operations in Scala with Scalding. This tutorial ports lab examples from the popular Cascading training class to Scalding

• Scalding Tutorial
  Accelerate application development by reusing code from common patterns

• Scalding Workshop
  Developed by Think Big Analytics, this tutorial takes you through the principles of writing data analysis applications with Scalding

Data Science

• Recommendations with Scalding
  Popular tutorial by Twitter for building a recommendation application in Scalding

• Movie Recommendations with Scalding
  Another tutorial for creating movie recommendations

• Poker Collusion Detection with Mahout and Scalding
  K-means clusterization algorithm for finding similar players on stackoverflow.com, where the criterion of similarity was the set of the authors of questions/answers the users were up-/downvoting.

• Portfolio Management in Scalding
  A fun tutorial that uses Portfolio Selection algorithm to divide $1000 among four stocks

More tutorials and code samples

Project	Tutorial / code sample	Description
Cascading (Java)	Integrating Cascading with Map Reduce APIs	Leverage existing MapReduce in a Cascading Application
	Cascading Impatient Series	This six-part tutorial series gets you started with Cascading
	Cascading.Learn	Test driven learning tutorial for Cascading
	Accessing Redshift with Cascading	Make Amazon’s Redshift a Cascading tap
	Example: City of Palo Alto Open Data	An example Cascading app based on City of Palo Alto open data
	Example: Recommender Algorithm	An example Cascading app with a simple social recommender
	Example: Word Count	A simple example of a Cascading word count application
	Example: Log Parser	A simple example of a Cascading log parser application
	Example: Log Analysis	A simple example of a Cascading log analysis application
Scalding	Typesafe’s Activator for Scalding	Performs analytics on data sets with a Scala-based API
Lingual	Accessing HBase with Cascading Lingual	Data processing with Apache HBase via Cascading Lingual
	Accessing Oracle with Cascading Lingual	Create a workflow exporting data from Oracle into Hadoop
Pattern	Quickly Migrate Predictive Models to Hadoop	Migrate models from SAS, R, etc. onto Hadoop and deploy at scale
	Example: Simple PMML	A simple PMML example of Cascading Pattern
	Example: Robust PMML	A robust PMML example Cascading Pattern
	Example: Model API Usage Test	An example for model testing with Cascading Pattern
Cascalog	Cascalog Tutorial	A tutorial for running Cascalog on Hadoop
	Introducing Cascalog (pt1, pt2)	An introduction to Cascalog
	Cascalog Impatient Series	Similar to Cascading for the Impatient, but for Cascalog
	JCascalog	A tutorial on JCascalog, the Java interface to Cascalog
	Developing and Deploying a Cascalog Query on Hadoop	A tutorial for creating a Facebook-like news feed
	Methods for Handling Wide Sources	A tutorial for handling excess tuple fields
	Predicate Macros	A tutorial for defining predicate macros
	Cascalog and Hadoop Security	How to deal with Hadoop security exceptions
	Testing Cascalog with Midje (pt1, pt2)	A helpful Cascalog testing suite

Related Tutorials

Project	Tutorial / code sample	Description
Bixo	Getting Started with Bixo	Bixo is web mining toolkit
ElasticSearch	Using ElasticSearch as a Cascading tap	Elasticsearch can used in Cascading as a SourceTap or SinkTap
Jading	Getting Started with Jading	Jading is a build and execution tool for Cascading.JRuby
Lein-Cascading	Leiningen integration for Cascading	Leiningen is for automating Clojure projects
PyCascading	A collection of PyCascading Examples	PyCascading enables Python code for MapReduce-like execution