Crime Intelligence and Data Analytics MSc

Teesside University

You learn basic coding with teaching geared to providing support to first-time coders. Coding is primarily about data analysis, cleaning and merging data before it's visualised in charts and tables. Learning some scripts to manipulate tabulated data is a valuable skill ? and will become increasingly valuable when dealing with big data. You learn the principles of the programming language Python and how it can be used to change, group and strip out irregularities in data frames. Performing these simple scripts on large datasets makes life easier ? it also provides a platform for you to be able to research on your own with publically available data. Cleansing data in this way makes utilising old favourites like Microsoft Excel much easier too. You study SQL (structured query language) to develop the skills to grab data from a database. Today everything from mobile phone data to performance business metrics in policing is packaged ready for extraction, provided the user has the knowledge and understanding to 'query' its contents.

You study crime theories, such as rational choice and routine activity packaged up in environmental criminology. You appreciate how the environment has the potential to facilitate or inhibit criminal behaviour. You consider problem-orientated policing and how we can use theoretical models to understand crime and responses to it - along with emerging debates as to whether traditional theories are still relevant with 21st-century online criminal activity. You study intelligence sources and the explosion of openly available material for analysis. You also consider the software and applications available for this research or data capture.

Understanding how computers, tablets, mobile communications and the internet of things store information about our activity is a fundamental aspect of this module. You explore how to preserve, record and extract the intelligence from these devices whether it's a recovered mobile phone or a computer at the crime scene ? these core principles are relevant to all forensic evidence. This module also unpacks digital terminology allowing you, as the analyst, to engage in conversation with the computer and digital forensic investigator, ensuring content isn't overlooked ? social media, encryption, file storage and more. If you are upskilling in this area the focus is on being cyber aware, understanding threats and analysing trends.

You develop an understanding of the principles associated with crime scene science and its relationship with forensic analysis and the legal process. You address key areas in forensic practice such as quality standards, evidence continuity and contamination issues. You also get an understanding of the methodologies used for processing and examination of physical evidence. Your lectures are supported by a series of practical sessions which include evidence recovery at a mock crime scene and the initial forensic examination of recovered items. You are assessed by a presentation (30%) and a report (70%).

Forensic evidence of all types plays a major role in the detection of crime and the successful investigation of other types of incident such as road traffic collisions and natural disasters. You explore the legal and procedural contexts in which forensic science operates, providing you with opportunities to develop skills and knowledge for the gathering, examination and presentation of evidence in a range of situations. You attend a series of keynote lectures, seminars and a practical session in the University's replica courtroom. You may have an opportunity to visit a local coroner's office and/or court. You are assessed by a portfolio (30%) and evidence in the form of a written statement and verbal presentation in a simulated courtroom situation (70%).

You develop a proposal for your research project, which contains an explanation targeted at both a specialist audience and the general public, details of experimental design and statistical analysis to be employed. You consider the impacts of the proposed work both in the form of academic beneficiaries, economic, environmental and societal impacts. Your project costs are estimated on a full economic costing model. You also include a targeted CV. You attend a short lecture series at the start of the academic year that will provide an introduction and advice. You are allocated a project area and supervisor and you produce a research proposal for the project. You are supported by a series of meetings with your supervisor and receive feedback on your progress. You acquire ethical clearance from the School Research Ethics Committee. You are assessed by the successful acquisition of ethical clearance (pass/fail) and submission of a completed research project proposal and supporting CV (100%).

This module will provide an appropriate environment for an in-depth investigation of a subject relevant to the programme chosen and the continued development of cognitive, professional and transferable skills. It aims to unify your understanding and awareness of engineering or science as developed in the programme, with individual and independent research and analysis on a selected topic within the discipline. It also aims to expose you to the management of a significant project and to enable you to apply research methods relevant to your specific field and related discipline. It further aims to allow you to investigate problems which involve the consideration of relevant legal, social, ethical, environmental and other professional issues. You will be expected to develop and practice a professional approach to the presentation, delivery and appraisal of your written and oral presentations.