| DAT7015: Big Data Technologies |
Learning Outcome
- Critically exemplify the skills required for effectively representing, structuring, analyzing, manipulating, and accessing large data sets.
- Identify and critique significant current issues in the implementation and use of a range of Big Data Analytics Strategies.
- Integrate various computing technologies to provide an effective solution for a set of data-driven business requirements.
Assessment Brief
- Data Analysis
- On given datasets, identify the questions that you would like to answer through data analysis.
- Given two datasets, use SQL queries to create a new dataset for
- Perform data cleaning and pre-processing tasks on the new
- Use HIVE, MapReduce (or Spark), and machine learning techniques to analyse
- Perform visualization using Python and PowerBI and report the
- Issues and Solutions
- Identify the current issues in the use of Big Data Analytics in the fashion retail industry. Based on the identified issues, propose an effective solution using various
