FIT1043 Notes (Latest) [HD]

Description

Dives in depth to all required content for the semester and final exam. Includes diagrams, tables and code snippets to allow for a better understanding of complex topics covered throughout the unit. Topic list: - Week One: Overview of Data Science - Week Two: Roles of a Data Scientist - Week Three: Data Models in Organisations - Week Four: Characterising Data - Week Five: Data sources and Case Studies - Week Six: Resources and Standards - Week Seven: Resources Case Studies - Week Eight: Data Analysis Theory - Week Nine: Regression and Decision trees - Week Ten: Data Analysis Process - Week Eleven: Issues in Data Management - Week Twelve: Data Management Frameworks