Machine Learning is about extracting useful information from large and complex datasets. The module will cover the practical basis of how learning algorithms are can be applied. You will gain hands-on experience in laboratory-bases sessions. Exclusions: Cannot be taken with COMP3206 or COMP3223 or COMP6229 or COMP6245 or COMP6246.
Machine Learning is about extracting useful information from large and complex datasets. The module will cover the practical basis of how learning algorithms are can be applied. You will gain hands-on experience in laboratory-bases sessions. Exclusions: Cannot be taken with COMP3206 or COMP3222 or COMP3223 or COMP6229 or COMP6245.
This module explores some of the distinguishing features of metal ion complexes bearing macrocyclic ligands and some of the key structural and functional roles of metal ions in biology and medicine. The module serves as an introduction to these important topics at a research level, highlighting the importance of the ligand environment in determining the reaction chemistry and applications of the metal complexes, through a combination of descriptive and problem based approaches.
This module will equip students with the central concepts of macroeconomics, building on the foundations laid in the first-year Macroeconomics module. Students will gain a clear understanding of the determination of economic outcomes at an aggregate level, including the distinction between inter-temporal and intra-temporal decision making by households, firms and policymakers. The module will distinguish between long run and short run macroeconomic behaviour and present theories of economic growth as well as of short run fluctuations using dynamic macroeconomic models. Throughout the module a focus is placed on the role of economic policy for macroeconomic outcomes and on understanding booms and busts and the effects of different fiscal and monetary policies.
This module provides an introduction to macroeconomics, the study of the economy as a whole. Combined with Microeconomics this module will provide an appropriate foundation for subsequent economic modules.
To provide students with a solid grounding in the techniques of modern macroeconomic theory, with particular emphasis on real business cycle models. The tools you will learn will enable you to understand cutting edge research and provide foundations on which you can build in your own research.
This module will provide an introduction into the fundamentals of main group and transition metal chemistry, and introduce NMR.
In the Major Project – Promotion and Marketing module, you will produce promotional and marketing material for your game within the module Major Project – Unique Impact Games. This will include, but is not limited to, video production such as a trailer and documentary film, social media and web promotion, along with promotion at events and to industry. Workshops will cover video production, storytelling through film, branding, and engagement via web and social media platforms. The module will support the visibility of your game and allow you to connect to industry via communication methods that support game projects. By the end of the module, you will have at least a documentary, a trailer, a website, and an online promotional presence.
In the Major Project – Unique Impact Games module, you will take into production either solo or with your team the Project Proposal from Semester 1. You will use all your prior skills from Year 1 and Year 2 in a unified fashion to create and build a finished game. You will be supported by workshops and tutorials tailored to the needs of each project and will have opportunities to bring in work from external parties as needed, such as actors, musicians, composers, or coding resources. The project documentation will take the form of version control notes and detailed project management methodologies. Your final game will be cross-platform compatible, with a downloadable version for home play. Game builds will be available for public playtesting. The game will include numerous showcase player testing events during development to support design choices and player interaction, following an agile development process. The final game will be of a high professional standard and will also be showcased at industry events.
In this module, you will work at the leading edge of historical research, generating new knowledge about a specific subject or topic. You will choose one from a wide selection of projects, spanning the thematic, chronological, and geographical expertise of the department. You will have the opportunity to work in small groups, supervised by a member of staff with expert knowledge of the historical period, event, or context. Together with your supervisor, you will discuss how your chosen subject relates to wider historical contexts and scholarly debates by exploring primary sources and supporting materials. Focusing on primary sources, this module encourages you to think critically and creatively about history and its practice, thereby helping prepare you for the final year History dissertation, whilst introducing you to a specific historical subject.
History has a life which stretches far beyond the ivory tower of academia and university study. This module encourages you to reflect on how historians translate academic knowledge into public history. It introduces you to the many different audiences for history and invites you to consider some of the ways in which history is produced for and delivered to these audiences. By considering a range of public history outcomes – such as popular publications, museum displays, exhibitions, podcasts, films, and even video games – you will explore the major strategies and current debates around the practice of public history. And you will also confront some of the practical challenges and ethical dilemmas around the creation of public history. The module will provoke you to think about the relationship between history and its various public(s) in order to understand the complex nature of these audiences. Throughout the module, you will have the opportunity to draw on your own specific historical interests, considering how these topics are presented to a broad range of audiences.
This is the first module in your studies and therefore for most people becomes an introduction to studying at masters level. The intention is that you will gain the skills to effectively read, understand and critique current research in the field of education; helping you become a critical consumer of research as a practitioner. You will use these important skills in your other modules and during your dissertation.
This module considers the generic aspects of decision processes that take place at individual and organisational levels and demonstrates how various lines of enquiry and analytical techniques can help achieve better quality decisions. It draws sharp attention to the central, yet often neglected, role that judgment and decision making play in determining fortune or failure in all areas of our professional and personal lives. To this end, students are exposed to a range of theoretical perspectives, research findings and historical examples that highlight the limitations and shortcomings of many commonly used approaches to decision making. Students will then learn how to utilise a range of qualitative and quantitative analytical methods to help them better understand and make decisions. They will practice thinking critically about the strengths and weaknesses of these methods in order to develop the ability to select the most appropriate decision analysis technique(s) for each situation. The module, therefore, provides students with (i) a deep appreciation of how decision processes impact on the ability of individuals and organisations to effectively achieve objectives (ii) comprehensive knowledge of the limitations and biases inherent in human judgment and (iii) the ability to select and apply a range of decision making tools and techniques based on a critical understanding of the extent to which such approaches can facilitate successful decision making.
This module will provide students with the skills and knowledge necessary to: - Plan, cost and manage an engineering project in the presence of risk and uncertainty - Understand the role of stochastic & statistical modelling approaches in quantifying uncertainty and its impact - Commercialise their ideas and plan for and manage the continuity of their business - Act ethically and inclusively throughout their careers - Understand the aspects of law, intellectual property rights and export control relevant to an engineering career A combination of lectures including real-world case studies will be used to provide students with experience of these topics and illustrate their importance in modern engineering.
The principal aim of this module is to introduce you to a range of management accounting decision-making techniques. Specifically, you will be encouraged to appreciate the situations within which management accounting techniques work and their limitations.
• To introduce the main functions of management accounting systems • To introduce the roles of management accountants in the context of for-profit-organisations • To introduce the key traditional management accounting techniques
This module builds upon the foundations laid in the first year studies, principally from MANG1002 Management Accounting 1. Some of the topics covered in Management Accounting 1 will be revisited, but a significant amount of new learning material will be introduced. The module will also aim to provide a link to the higher-level topics covered in MANG3006 - Management Accounting 3, which some students will study in their final year. The intention is to demonstrate the progression of the management accounting discipline from simple ideas to more elaborate aspects, and along the way to demonstrate both the applicability and usefulness of particular practices and concepts in management accounting.
The principal aim of this module is to introduce you to a range of strategic management accounting techniques and encourage you to further explore management accounting change phenomenon.
