CIS7031:Programming for Data Analysis - Evaluate Various Statistical and Computational Techniques - Computer Science Assignment Help

Assignment Task :

Learning Outcomes

This assessment is designed to demonstrate a student’s completion of the following Learning Outcomes: 

• Critically analyse and evaluate various statistical and computational techniques for analysing datasets and determine the most appropriate technique for a business problem;

• Critically evaluate, develop and implement solutions for processing datasets and solving complex problems in various environments using relevant programming paradigms;

• Evaluate and apply key steps and issues involved in data preparation, cleaning, exploring, creating, optimizing and evaluating models;

• Evaluate and apply aspects of data science applications and their use.

Assessment Requirements / Tasks (include all guidance notes)

This assignment will use employment data of Wales from the StatsWales data source.  This dataset provides workplace employment estimates, or estimates of total jobs, for Wales and its NUTS2 areas, along with comparable UK data disaggregated by industry section.

For this assignment students will undertake a data analysis and machine learning approach to reveal the workplace employment landscape of Wales.  

1. Data processing 

   1. Download the dataset for the period 2009 – 2018 and create a dataframe that concatenates Wales (total) employment value only.

   2. Check for any null value or outlier. If found replace that with mean value.  

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