Advanced Data Processing by Jaime Prilusky
Continuous series of hands-on on Perl programming techniques to automatize data mining and data processing, specially oriented to bioinformatics.
Each unit is self contained, and consists on 4 hours of interleaved lectures and practices. Each participant will be able to put in practice the unit concepts and ideas by implementing on the spot working applications.
Requirements: programming experience on any programming language.
BioPerl and other fundamental Perl modules. This unit provides you the knowledge to use BioPerl and other fundamental Perl modules in your scripts. [books]
Datamining Remote Data. Learn efficient programming techniques for either analyze data on remote servers or retrieve data for local processing. [books]
Large scale data processing. Learn efficient programming techniques for bulk automatic data processing and analysis. [books]
Database: Design, Creation and Maintenance. This unit provides you the knowledge to create and manage relational databases from Perl. [books]
Data Visualization. Learn how to apply simple Perl scripting and external programs to express your data in a way that enhances its properties. [books]