DAT7015: Critically exemplify the skills required for effectively representing, structuring, analyzing, manipulating, and accessing large data sets: Big Data Technologies Report, UoB, UK

University University of Bolton(UoB)
Subject 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.

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