Complete COMP20008 - Elements of Data Processing Subject Notes

Description

This note set covers the full subject of COMP20008 – Elements of Data Processing. The content of these notes was derived from lecture notes, lecture recordings, tutorial content and examples. The notes include multiple diagrams, tables and syntax-highlighted code example blocks. The topics covered are: - Data Format and Storage - Data Pre-Processing and Cleaning - Recommender Systems and Missing Values - Outlier Detection - Visualisation and Clustering - NoSQL Database Management Systems - CouchDB - Record Linkage - Correlation - Classification and Regression - Classification Methodologies - Public Data Release - Location & Trajectory Privacy If the notes are opened using Adobe Reader, each topic and its relevant sections will be available in the 'Bookmark' tab. Don't forget to check out my other IT notes: INFO20002 – Foundations of Informatics & INFO20003 - Database Systems