Apache Spark Solution for Rank Product / Parsian, Mahmoud.

Format:

Video

Author/Creator:

Parsian, Mahmoud, author.

Language:

English

Subjects (All):

Social networks--Data processing--Statistical methods.

Social networks.

Electronic commerce--Data processing--Statistical methods.

Electronic commerce.

Spark (Electronic resource : Apache Software Foundation).

Genre:

Electronic videos.

Physical Description:

1 online resource (1 video file, approximately 42 min.)

Edition:

1st edition

Place of Publication:

O'Reilly Media, Inc., 2015.

System Details:

video file

Summary:

The "rank product" is a statistical technique, used for detecting differentially regulated genes in replicated microarray experiments. The technique has achieved widespread acceptance and is now used more broadly, in such diverse fields as RNAi analysis, proteomics, and machine learning. The "rank product" technique may be used in ranking users (in social networks) and items (such as Amazon.com).Given large set of genes, users, or items, in this webcast I will present two distinct Spark solutions: (using groupByKey() and combineByKey()) for solving the "rank product".

Participant:

Presenter, Mahmoud Parsian.

Notes:

Online resource; Title from title screen (viewed August 25, 2015)

Title from title screen (viewed February 12, 2016).

Date of publication from resource description page.

OCLC:

939394694