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2. Assess the strategic impact of the application of Big Data and Artificial Intelligence on business organisations.


2.1 Evaluate theories of strategy and their application to the digital economy and business.


1.2 Assess the managerial challenges associated with implementing digital transformation successfully.


Unit DS08: Further Topics in Data Science


5.2 Carry out data wrangling and analysis in SQL to uncover insights in underutilized data.


3.3 Evaluate the use of the HADOOP platform for performing Big Data Analytics.


1.2 Analyse unstructured data and perform sentiment analysis of Twitter data to identify the positive, negative or neutral tone of the text.


Unit DS07: Machine Learning


3.2 Apply neural networks to a classification problem in domains such as speech recognition, image recognition and document categorisation.


1. Appraise classification methods including Naïve Bayes and the support vector machine algorithm


1.1 Evaluate different methods of classification and the performance of classifiers.


Unit DS06: Unsupervised Multivariate Methods


3. Evaluate the concept of panel data regression and implement panel data methods.


2.1 Perform data reduction and derive interpretable factors and use factor scores to interpret the data set.


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