Dadansoddeg Data Busnes (gyda Blwyddyn Sylfaen) BSc (Anrh.) 2025-26 Bangor - Llawn Amser gyda Blwyddyn ar Leoliad - Medi

{"title": "Bangor - Llawn Amser gyda Blwyddyn ar Leoliad - Medi", "wt_programme_id": 1896677, "programme_code": "BSC/BDAF", "wt_delivery_id": 1896679, "structure": [{"name": "Blwyddyn Academaidd 1", "title": "Blwyddyn 1", "title_short": "Bl 1", "description": "", "heading": "Blwyddyn Academaidd 2025-26", "year": 1, "progress": "Stage", "rule_summary": "Rhaid i'r myfyriwr gymryd 120 credyd o'r modiwlau.", "groups": [{"title": "Compulsory Modules", "description": "", "progress": "Group", "rule_summary": "Rhaid i'r myfyriwr gymryd 120 credyd o'r modiwlau.", "expanded_by_default": true, "modules": [{"title": "Sgiliau Technoleg Gwybodaeth a Chyfathrebu", "module_title": "Sgiliau Technoleg Gwybodaeth a Chyfathrebu", "short_title": "IT & Comm Skills", "module_code": "BIC-0005", "marketing_synopsis": "Gain a competitive edge in your academic journey and future career with our Information Technology and Communication Skills module, designed to equip you with essential computer skills and effective communication strategies. As a university student, proficiency in computer applications and communication tools is vital for success. The course will familiarise you with Blackboard, Bangor University\u2019s virtual learning environment, and help you learn to navigate common Microsoft Office software applications, enhancing your ability to create and present academic work effectively. Discover the importance of communication etiquette in academic contexts, including email communication, meetings, and classroom interactions. Explore the nuances of professional communication and learn to spot and avoid dangerous communication pitfalls like spam and phishing. Gain insights into avoiding academic misconduct and how to use technology for academic research, exploring reliable academic resources and communication tools. This course gives you the IT and communication skills you need to excel in your academic journey at Bangor University and beyond.", "delivery_locations": ["OIEG"], "credits": 20, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Sgiliau Academaidd", "module_title": "Sgiliau Academaidd", "short_title": "Academic Skills", "module_code": "BIC-0036", "marketing_synopsis": "", "delivery_locations": ["OIEG"], "credits": 20, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Cyfrifiadura 2", "module_title": "Cyfrifiadura 2", "short_title": "Introduction to Data Science", "module_code": "BIC-0007", "marketing_synopsis": "Welcome to an immersive introduction to the world of data, its management, and applications. It encompasses various topics, including data types, sources, collection methods, representation, visualisation, AI and machine learning applications, statistical analysis, data persistence, databases, integrity, security, and real-world case studies. Designed for beginners and intermediate learners alike, this comprehensive course is thrilling because it bridges theoretical concepts with practical applications, offering insights into the latest trends in AI and big data analytics. Participants will not only gain a solid understanding of data and its significance in today's digital world. However, they will also develop hands-on skills in data analysis, visualisation, and security, preparing them for various careers in data science. Through engaging lectures, projects, and case studies, students will learn how to apply their knowledge to solve real-world problems, making this module both intellectually stimulating and highly practical.", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Llywodraeth a Chymdeithas y Deyrnas Unedig", "module_title": "Llywodraeth a Chymdeithas y Deyrnas Unedig", "short_title": "UK Gov & Society", "module_code": "BIC-0010", "marketing_synopsis": "UK Government & Society provides you with a basic introduction to government and society in the UK, including the main features of democracy, the role of the Crown, the institutions of government and the role of parliament. The module uses a range of media sources to bring recent and current events alive and help you understand them. You will discuss and debate key concepts with other students, and investigate how your own political positions compare to those of wider UK society. The module will help you better understand and take part in life in the UK.", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Dadansoddi Data", "module_title": "Dadansoddi Data", "short_title": "Data Analysis", "module_code": "BIC-0011", "marketing_synopsis": "Unlock the power of data with our Data Analysis module. Explore the fundamentals of statistics, probability distributions, functions, and algebra, and discover their real-world applications. Learn to summarise data using measures such as mean, mode, median and standard deviation, and how to calculate probabilities. Develop proficiency in algebra for mathematical modelling and problem-solving, and enhance your analytical skills through real-life applications such as understanding supply and demand curves. This module is designed to equip students with essential mathematical and analytical skills for success in various academic disciplines.", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Swyddogaethau Busnes", "module_title": "Swyddogaethau Busnes", "short_title": "Business Functions", "module_code": "BIC-0012", "marketing_synopsis": "This module introduces you to the fundamental aspects of business and its functions in delivering value to customers. It involves discussion of key concepts in setting up a business entity, business strategy, supply chain management and marketing. This exciting module helps you imagine the business world, discussing current issues as well as developments in international trade and globalisation. By taking this module, you will gain a solid foundation of business knowledge which is a key to the unlimited opportunities the market has to offer.", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Cyfraith Busnes", "module_title": "Cyfraith Busnes", "short_title": "Business Law", "module_code": "BIC-0013", "marketing_synopsis": "This module provides a comprehensive introduction to the legal framework shaping business operations, equipping students with essential knowledge of business law principles. Students will delve into key legal concepts, such as contracts, torts, and business structures, gaining practical insights into how the law influences decision-making in the business world. The module lays the foundation for successful entrepreneurship or corporate leadership. By participating in this module, students will acquire a solid understanding of business law essentials, honing their ability to analyze legal issues, negotiate contracts, and ensure ethical business practices, thereby enhancing their employability and business acumen.", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Astudiaethau Rheolaeth", "module_title": "Astudiaethau Rheolaeth", "short_title": "Management Studies", "module_code": "BIC-0014", "marketing_synopsis": "", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Cyfrifeg Ariannol", "module_title": "Cyfrifeg Ariannol", "short_title": "Financial Accounting", "module_code": "BIC-0015", "marketing_synopsis": "Embark on an introduction to the theory and practice of financial accounting, tailored to equip you with the essential skills for your business degree. You will develop a comprehensive understanding of financial accounting mechanics and processes and their crucial role in running a business seamlessly, preparing you for undergraduate studies in Business. You will also acquire practical skills in handling accounting records, preparing financial statements, and interpreting key financial ratios. This module serves as a stepping stone, providing you with the crucial foundation needed to succeed at Level 4 and beyond in your business-related undergraduate studies.", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Micro-economeg", "module_title": "Micro-economeg", "short_title": "Microeconomics", "module_code": "BIC-0018", "marketing_synopsis": "", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Macro-economeg", "module_title": "Macro-economeg", "short_title": "Macroeconomics", "module_code": "BIC-0019", "marketing_synopsis": "", "delivery_locations": ["OIEG"], "credits": 10, "level": "Sylfaen", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}]}]}, {"name": "Blwyddyn Academaidd 2", "title": "Blwyddyn 2", "title_short": "Bl 2", "description": "", "heading": "Blwyddyn Academaidd 2026-27", "year": 2, "progress": "Stage", "rule_summary": "Rhaid i'r myfyriwr gymryd 120 credyd o'r modiwlau.", "groups": [{"title": "Compulsory Modules", "description": "", "progress": "Group", "rule_summary": "Rhaid i'r myfyriwr gymryd 100 credyd o'r modiwlau.", "subgroups": [{"title": "Business Analytics - Dewis Iaith", "description": "", "progress": "Sub-Group", "rule_summary": "Rhaid i'r myfyriwr gymryd 1 modiwl.", "modules": [{"title": "Dulliau Dadansoddi Busnes", "module_title": "Dulliau Dadansoddi Busnes", "short_title": "Dulliau Dadansoddi Busnes", "module_code": "ADB-1114", "marketing_synopsis": "Mae hwn yn gwrs sylfaen mewn sgiliau dadansoddi busnes sy'n cynnwys dulliau ystadegol, casglu a dehongli data, dosraniadau tebygolrwydd, ac ymchwilio i gysylltiadau. Mae'n canolbwyntio ar ddatblygu'r sgiliau hyn yn Microsoft Excel.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "cy", "language_name": "Cymraeg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Dadansoddeg Busnes", "module_title": "Dadansoddeg Busnes", "short_title": "Business Analytics", "module_code": "ASB-1114", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}]}], "expanded_by_default": true, "modules": [{"title": "Egwyddorion Rheolaeth a Threfniadaeth", "module_title": "Egwyddorion Rheolaeth a Threfniadaeth", "short_title": "Princ of Mgmnt & Organisation", "module_code": "ASB-1005", "marketing_synopsis": "This course provides an introduction to business, management and organisations. Organisations are key to the way in which we organise society, and a study of organisations is central to developing an understanding not only of business and management, but of many other aspects of our lives. The course explores the context of business, the organisation of work and nature of management.\r\nTopics may include but will not be limited to: mnagement theories, the business environment, technology, organisational culture, motivation at work, communication, group Structure and individuals in groups, teamworking, organisation structure and design, organisational architecture and strategy, leadership, change and conflict.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Cyflwyniad i Faterion Rheolaeth Gyfoes mewn Moeseg, Cynaliadwyedd, Rheoli Adnoddau Dynol a Thwristiaeth", "module_title": "Cyflwyniad i Faterion Rheolaeth Gyfoes mewn Moeseg, Cynaliadwyedd, Rheoli Adnoddau Dynol a Thwristiaeth", "short_title": "CMI in Ethics, Sust, HRM, Tour", "module_code": "ASB-1007", "marketing_synopsis": "This module will introduce the variety of the concepts and theories in management to help students identify the contemporary issues in management and tourism, and ethical and sustainability issues in HRM and managing organisations. Students will understand how managers can develop their strategic thinking skills in managing the complexity and change to survive in a competitive business environment. The assessment includes an individual assignment (essay) and an individual reflective report.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Codio ar gyfer Dadansoddeg Busnes", "module_title": "Codio ar gyfer Dadansoddeg Busnes", "short_title": "Business Analytics Coding", "module_code": "ASB-1304", "marketing_synopsis": "Individuals with data analytic skills are highly sought after as they enable organisations to make more informed business decisions. The skills developed in this module are widely applicable e.g. in finance, health, business and marketing. Cutting-edge R and Python packages used by data scientists will be covered in this module. The module focuses on writing computer code to solve problems in business and the assessments will reflect real workplace challenges. The module is specifically designed for students interested in future study in data science and big data analytics. Prior coding knowledge and experience is not a requirement for the module.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Rhaglenni Cronfeydd Ddata mewn Busnes a Chyllid", "module_title": "Rhaglenni Cronfeydd Ddata mewn Busnes a Chyllid", "short_title": "Databases in Business and Finance", "module_code": "ASB-1305", "marketing_synopsis": "This module is firmly focused on skills development and employability. In studying the principles and sources of business and finance datasets, the students will build a solid awareness to serve them well later in their degree programme and after graduation. Likewise, the hands-on practical experience will be invaluable as students progress to employment. Students will also gain familiarity with important issues in data security, data management and ethics.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}]}, {"title": "Optional Modules", "description": "Students are permitted to take other Business School modules, subject to timetabling constraints and pre-requisites.", "progress": "Group", "rule_summary": "Rhaid i'r myfyriwr gymryd 20 credyd o'r modiwlau.", "expanded_by_default": true, "modules": [{"title": "Technegau a Dadansoddi Cyllidol", "module_title": "Technegau a Dadansoddi Cyllidol", "short_title": "Techneg Dadansoddiad Cyllidol", "module_code": "ADB-1117", "marketing_synopsis": "Mae\u2019r modiwl yn cyflwyno technegau meintiol a sgiliau dadansoddol sy\u2019n berthnasol i amrywiaeth eang o gyd-destunau Cyllid ac Economeg, gan gynnwys (ond nid yn gyfyngedig i) masnachu gwarantau a buddsoddi. Ochr yn ochr \u00e2 darlithoedd ar fathemateg a thechnegau ariannol eang, mae\u2019r modiwl yn ymgorffori cyfres o weithdai efelychu masnachu lle mae myfyrwyr yn cymhwyso technegau prisio i gyd-destun penodol buddsoddiad marchnad stoc, gan ddefnyddio data marchnad efelychiedig a gwirioneddol.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "cy", "language_name": "Cymraeg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}, {"title": "Darganfod Economeg", "module_title": "Darganfod Economeg", "short_title": "Discover Economics", "module_code": "ASB-1004", "marketing_synopsis": "This module provides an introduction to economics as a way of thinking, by exploring the key theoretical foundations of economics, with application to real-world problems and issues.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}, {"title": "Dadansoddi a Thechnegau Ariannol", "module_title": "Dadansoddi a Thechnegau Ariannol", "short_title": "Fin Techniques and Analysis", "module_code": "ASB-1117", "marketing_synopsis": "The module introduces quantitative techniques and analytical skills applicable to a wide variety of Finance and Economics contexts, including but not limited to securities trading and investment. Alongside lectures on broad financial mathematics and techniques, the module incorporates a series of trading simulation workshops where students apply valuation techniques to the specific context of stock market investment, using simulated and actual market data.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 4", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}]}]}, {"name": "Blwyddyn Academaidd 3", "title": "Blwyddyn 3", "title_short": "Bl 3", "description": "", "heading": "Blwyddyn Academaidd 2027-28", "year": 3, "progress": "Stage", "rule_summary": "Rhaid i'r myfyriwr gymryd 120 credyd o'r modiwlau.", "groups": [{"title": "Compulsory Modules", "description": "", "progress": "Group", "rule_summary": "", "expanded_by_default": true, "modules": [{"title": "Systemau Gwybodaeth Busnes", "module_title": "Systemau Gwybodaeth Busnes", "short_title": "Business Information Systems", "module_code": "ASB-2019", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Ymwybyddiaeth Fasnachol a Mewnwelediad i Waith", "module_title": "Ymwybyddiaeth Fasnachol a Mewnwelediad i Waith", "short_title": "Com Awareness & Insight of Work", "module_code": "ASB-2021", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Gwyddor Data", "module_title": "Gwyddor Data", "short_title": "Data Science", "module_code": "ASB-2321", "marketing_synopsis": "Individuals with data analytic skills are highly sought after as they enable organisations to make more informed business decisions. The skills developed in this module are widely applicable e.g. in health, business and marketing, finance. A data scientist is responsible for designing and implementing data collection and models, creating algorithms and predictive outcomes. Their role encompasses developing tools to both frame and solve complex problems. This module will articulate the expected output of data scientists and then equip students with the ability to deliver against these expectations. A particular focus will be given to the tools required to model, store, clean, manipulate, and ultimately extract information from datasets. The module assessments are focused on applications and developing skills.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Isadeiledd Dadansoddeg Data", "module_title": "Isadeiledd Dadansoddeg Data", "short_title": "Infrastructure Data Analytics", "module_code": "ASB-2322", "marketing_synopsis": "Individuals with data analytic skills are highly sought after as they enable organisations to make more informed business decisions. The skills developed in this module are widely applicable e.g. in finance, health, business and marketing. A data scientist is responsible for designing and implementing data collection and models, creating algorithms and predictive outcomes. Building on students\u2019 existing knowledge of data science techniques within business and finance, this module investigates the range of deployment options to automatically extract insights from the vast amount of data available nowadays. This includes traditional server and database deployment, as well as a range of popular cloud solutions including open-source alternatives. Security implications associated with big data analytic deployments in business and finance are discussed, including knowledge of principles for cybersecurity and an ability to implement basic best practices. The module assessments are focused on applications in business and finance, alongside skills development.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Buddsoddi a Rheoli Portffolios", "module_title": "Buddsoddi a Rheoli Portffolios", "short_title": "Investment & Portfolio Mgmnt", "module_code": "ASB-2522", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}]}, {"title": "Optional Modules", "description": "Students are advised to take the optional modules listed here, however, are permitted to take other Business School modules, subject to timetabling constraints and pre-requisites.\r\n\r\nASB-2017 is a pre-requisite for ASB-3151.", "progress": "Group", "rule_summary": "", "expanded_by_default": true, "modules": [{"title": "Econometreg", "module_title": "Econometreg", "short_title": "Econometrics", "module_code": "ASB-2017", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}, {"title": "Strategaeth Gweithrediadau Menter Gyfan", "module_title": "Strategaeth Gweithrediadau Menter Gyfan", "short_title": "Op strat across the enterprise", "module_code": "ASB-2018", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 5", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}]}]}, {"name": "Blwyddyn Academaidd 4", "title": "Blwyddyn 4", "title_short": "Bl 4", "description": "", "heading": "Blwyddyn Academaidd 2028-29", "year": 4, "progress": "Stage", "rule_summary": "", "is_placement_year": true}, {"name": "Blwyddyn Academaidd 5", "title": "Blwyddyn 5", "title_short": "Bl 5", "description": "", "heading": "Blwyddyn Academaidd 2029-30", "year": 5, "progress": "Stage", "rule_summary": "Rhaid i'r myfyriwr gymryd 120 credyd o'r modiwlau.", "subject_to_change": true, "groups": [{"title": "Compulsory Modules", "description": "", "progress": "Group", "rule_summary": "", "expanded_by_default": true, "modules": [{"title": "Rheolaeth Strategol", "module_title": "Rheolaeth Strategol", "short_title": "Strategic Management", "module_code": "ASB-3009", "marketing_synopsis": "Environmental analysis, strategic capability, critical success factors, competences, SWOT analysis; the corporate parent, the corporate rationale, the corporate portfolio, corporate diversity; bases of competitive advantage, sustaining competitive advantage, competitive strategy Strategic options. directions for strategy development, product/market development, diversification, methods of strategy development, internal development, mergers and acquisitions, joint developments, success criteria. international markets, entry modes to the international markets, strategic controls, strategy and structure, strategic planning, managing strategic change, levers for managing strategic change and strategic leadership.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Busnes Rhyngwladol a Chymhwysedd Byd-eang", "module_title": "Busnes Rhyngwladol a Chymhwysedd Byd-eang", "short_title": "Intl Business Competency", "module_code": "ASB-3122", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Dysgu Peirianyddol Cymhwysol", "module_title": "Dysgu Peirianyddol Cymhwysol", "short_title": "Applied Machine Learning", "module_code": "ASB-3223", "marketing_synopsis": "Individuals with data analytic skills are highly sought after as they enable organisations to make more informed business decisions. The skills developed in this module are widely applicable e.g. in finance, health, business and marketing. A statistical analyst applies advanced techniques to interrogate datasets and draw conclusions - this module is strongly connected with this type of employment, consisting of developing skills with a variety of tools, algorithms, and models. Unprecedented volumes of business data are created daily. This \u2018Big Data\u2019 is changing business and the economy. This module is designed to provide students with the knowledge and skills to analyse Big Data in a variety of business contexts. More specifically, mathematical and practical applications of Artificial Neural Networks, Support Vector Machines and Natural Language Processing are explored. Valuable skills in the use of these techniques in business and finance are reinforced with practical applications within the module assessments.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}, {"title": "Project Ymgynghoriaeth", "module_title": "Project Ymgynghoriaeth", "short_title": "Consultancy Project", "module_code": "ASB-3430", "marketing_synopsis": "The Consultancy Project is designed to enable students to develop an advanced ability to select, define, research, analyse, develop solutions to an issue introduced by a business, as well as employability skills.\r\n\r\nStudents will be able to apply academic knowledge and research skills to address business and organisational issues. It will deliver professional values and the ability to work in a team as well as under self guidance.", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Gorfodol", "language_choice": false}]}, {"title": "Optional Modules", "description": "Students are permitted to take other Business School modules, subject to timetabling constraints and pre-requisites.\r\n\r\nStudents can only choose ASB3151 if they have previously completed ASB-2017.", "progress": "Group", "rule_summary": "Rhaid i'r myfyriwr gymryd 40 credyd o'r modiwlau.", "expanded_by_default": true, "modules": [{"title": "Technoleg Ariannol mewn Bancio, Cyllid, Buddsoddi, Yswiriant a Rheoleiddio", "module_title": "Technoleg Ariannol mewn Bancio, Cyllid, Buddsoddi, Yswiriant a Rheoleiddio", "short_title": "Financial Technology", "module_code": "ASB-3010", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}, {"title": "Econometreg Uwch", "module_title": "Econometreg Uwch", "short_title": "Advanced Econometrics", "module_code": "ASB-3151", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}, {"title": "Llywodraethu Corfforaethol", "module_title": "Llywodraethu Corfforaethol", "short_title": "Corporate Governance", "module_code": "ASB-3528", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}, {"title": "Deilliadau Ariannol", "module_title": "Deilliadau Ariannol", "short_title": "Financial Derivatives", "module_code": "ASB-3529", "marketing_synopsis": "", "delivery_locations": ["Bangor"], "credits": 20, "level": "Lefel 6", "language_code": "en", "language_name": "Saesneg", "semester": "", "semester_months": "", "type": "Dewisol", "language_choice": false}]}]}]}