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[
    {
        "id": 8,
        "history": [
            {
                "role": "system",
                "content": "You are a helpful assistant for a college/university student. You can provide information on modules, timetables, and more. Ask me anything! If given json data, formulate a response rather than just dumping the text."
            },
            {
                "role": "user",
                "content": "What is my timetable for this week?[{'start': '2026-02-16T10:00:00+00:00', 'end': '2026-02-16T12:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'SA', 'floor': '1', 'room': '01', 'original': None}], 'description': 'Tutorial', 'name': 'CSC1002[2]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1002[2] Digital Innovation Management & Enterprise', 'staff_member': 'Salman M', 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1002'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-19T09:00:00+00:00', 'end': '2026-02-19T11:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '29', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '14', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': 'G', 'room': '26', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': 'G', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}], 'description': 'Digital Innovation Management and Enterprise - practical', 'name': 'CSC1002[2]OC/P1/01', 'event_type': 'On Campus', 'module_name': 'CSC1002[2] Digital Innovation Management & Enterprise', 'staff_member': 'Salman M', 'weeks': [21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1002'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}]}, {'start': '2026-02-17T09:00:00+00:00', 'end': '2026-02-17T11:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'Q', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1004[2]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1004[2] Computer Programming II', 'staff_member': \"O'Brien D (CA)\", 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1004'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-19T11:00:00+00:00', 'end': '2026-02-19T13:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'Q', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1004[2]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1004[2] Computer Programming II', 'staff_member': \"O'Brien D (CA)\", 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1004'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-17T14:00:00+00:00', 'end': '2026-02-17T16:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '28', 'original': None}], 'description': 'Computer Programming II - practical', 'name': 'CSC1004[2]OC/P1/01 <21-24, 26-30>', 'event_type': 'On Campus', 'module_name': 'CSC1004[2] Computer Programming II', 'staff_member': \"O'Brien D (CA)\", 'weeks': [21, 22, 23, 24, 26, 27, 28, 29, 30], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1004'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}]}, {'start': '2026-02-19T14:00:00+00:00', 'end': '2026-02-19T16:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '29', 'original': None}], 'description': 'Computer Programming II - practical', 'name': 'CSC1004[2]OC/P2/01', 'event_type': 'On Campus', 'module_name': 'CSC1004[2] Computer Programming II', 'staff_member': \"O'Brien D (CA)\", 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1004'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}]}, {'start': '2026-02-16T15:00:00+00:00', 'end': '2026-02-16T17:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'SA', 'floor': '3', 'room': '01', 'original': None}], 'description': 'Lecture', 'name': 'CSC1010[2]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1010[2] Networks & Internet', 'staff_member': 'Togou, M', 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1010'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-16T12:00:00+00:00', 'end': '2026-02-16T13:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'FT', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1011[2]OC/L1/01 <19-21, 23-24, 26-31>', 'event_type': 'On Campus', 'module_name': 'CSC1011[2] Introduction to Operating Systems', 'staff_member': 'Humphrys M', 'weeks': [19, 20, 21, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1011'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-16T14:00:00+00:00', 'end': '2026-02-16T15:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'Q', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1011[2]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1011[2] Introduction to Operating Systems', 'staff_member': 'Humphrys M', 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1011'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-18T09:00:00+00:00', 'end': '2026-02-18T11:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '29', 'original': None}], 'description': 'Practical', 'name': 'CSC1011[2]OC/P1/01', 'event_type': 'On Campus', 'module_name': 'CSC1011[2] Introduction to Operating Systems', 'staff_member': 'Humphrys M', 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1011'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}]}, {'start': '2026-02-18T11:00:00+00:00', 'end': '2026-02-18T12:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'H', 'floor': 'G', 'room': '20', 'original': None}], 'description': 'IT Mathematics 2', 'name': 'MTH1026[2]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'MTH1026[2] IT Mathematics II', 'staff_member': 'Razafimandimby P', 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['MTH1026'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-20T14:00:00+00:00', 'end': '2026-02-20T16:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'Q', 'floor': 'G', 'room': '15', 'original': None}], 'description': 'IT Mathematics 2', 'name': 'MTH1026[2]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'MTH1026[2] IT Mathematics II', 'staff_member': 'Razafimandimby P', 'weeks': [19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': None, 'parsed_name_data': [{'module_codes': ['MTH1026'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-02-20T09:00:00+00:00', 'end': '2026-02-20T10:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'H', 'floor': 'G', 'room': '23', 'original': None}], 'description': 'IT Mathematics 2 - Group A Tutorial', 'name': 'MTH1026[2]OC/T1/01', 'event_type': 'On Campus', 'module_name': 'MTH1026[2] IT Mathematics II', 'staff_member': 'Pisani, L', 'weeks': [20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': 'A', 'parsed_name_data': [{'module_codes': ['MTH1026'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'T', 'group_number': 1}]}, {'start': '2026-02-20T10:00:00+00:00', 'end': '2026-02-20T11:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'X', 'floor': 'G', 'room': '16', 'original': None}], 'description': 'IT Mathematics 2 - Group B Tutorial', 'name': 'MTH1026[2]OC/T2/01', 'event_type': 'On Campus', 'module_name': 'MTH1026[2] IT Mathematics II', 'staff_member': 'Pisani, L', 'weeks': [20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': 'B', 'parsed_name_data': [{'module_codes': ['MTH1026'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'T', 'group_number': 1}]}, {'start': '2026-02-20T12:00:00+00:00', 'end': '2026-02-20T13:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'X', 'floor': 'G', 'room': '16', 'original': None}], 'description': 'IT Mathematics 2 - Group C', 'name': 'MTH1026[2]OC/T3/01', 'event_type': 'On Campus', 'module_name': 'MTH1026[2] IT Mathematics II', 'staff_member': None, 'weeks': [20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': 'C', 'parsed_name_data': [{'module_codes': ['MTH1026'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'T', 'group_number': 1}]}, {'start': '2026-02-20T13:00:00+00:00', 'end': '2026-02-20T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'X', 'floor': 'G', 'room': '16', 'original': None}], 'description': 'IT Mathematics 2 - Group D Tutorial', 'name': 'MTH1026[2]OC/T4/01', 'event_type': 'On Campus', 'module_name': 'MTH1026[2] IT Mathematics II', 'staff_member': None, 'weeks': [20, 21, 22, 23, 24, 26, 27, 28, 29, 30, 31], 'group_name': 'D', 'parsed_name_data': [{'module_codes': ['MTH1026'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'T', 'group_number': 1}]}]"
            },
            {
                "role": "assistant",
                "content": "Your timetable for this week is as follows:\n\n**Monday (2026-02-19):**\n- 09:00-11:00: CSC1002[2]OC/P1/01 (Digital Innovation Management and Enterprise - practical) in GLA - L (1) 29, 14, G 26, G 25, 1 01\n- 11:00-13:00: CSC1004[2]OC/L2/01 (Lecture) in GLA - Q (G) 13\n- 14:00-16:00: CSC1004[2]OC/P2/01 (Computer Programming II - practical) in GLA - L (1) 25, 1, 29\n\n**Tuesday (2026-02-20):**\n- 09:00-10:00: MTH1026[2]OC/T1/01 (IT Mathematics 2 - Group A Tutorial) in GLA - H (G) 23\n- 10:00-11:00: MTH1026[2]OC/T2/01 (IT Mathematics 2 - Group B Tutorial) in GLA - X (G) 16\n- 12:00-13:00: MTH1026[2]OC/T3/01 (IT Mathematics 2 - Group C) in GLA - X (G) 16\n- 13:00-14:00: MTH1026[2]OC/T4/01 (IT Mathematics 2 - Group D Tutorial) in GLA - X (G) 16\n- 14:00-16:00: MTH1026[2]OC/L2/01 (IT Mathematics 2) in GLA - Q (G) 15\n\n**Wednesday (2026-02-21):**\n- No classes scheduled.\n\n**Thursday (2026-02-22):**\n- No classes scheduled.\n\n**Friday (2026-02-23):**\n- No classes scheduled.\n\nNote: The provided data does not include classes for Wednesday to Friday of this week. Please verify the timetable for these days to ensure accuracy."
            },
            {
                "role": "user",
                "content": "What can I expect to learn in the CSC1003 module?{'banner_code': 'CSC1003', 'its_code': 'CA116', 'title': 'Computer Programming I', 'coordinator': '', 'credits': 10.0, 'ca_marks': 60, 'exam_marks': 40, 'resit_category': 1, 'is_optional': False, 'semester': 'one'}{'year_title': 'Current Academic Year 2025 - 2026', 'date_posted': 'September 2024', 'module_title': 'Computer Programming I', 'module_code': 'CA116 (ITS) / CSC1003 (Banner)', 'faculty': 'Engineering & Computing', 'school': 'Computing', 'module_coordinator': 'Stephen Blott', 'module_teachers': ['Andrew Mccarren', 'Denise Freir'], 'nfq_level': '8', 'pre_requisite': 'Not Available', 'co_requisite': 'Not Available', 'compatibles': 'Not Available', 'incompatibles': 'Not Available', 'credit_rating': '10', 'repeat_examination': None, 'description': 'This module introduces students to basic computer programming.  Students will learn the fundamentals of computer programming, and how to write, run and debug their own programs. Students will also learn the fundamentals of computational problem solving.  This module involves lectures and a significant amount of supervised laboratory work.', 'learning_outcomes': '1. Master the basic techniques of programmatic problem solving.2. Write programs and run them from the command line.3. Recognise compiler and/or runtime errors and be able to resolve errors so discovered.4. Distinguish correct program behaviour from incorrect behaviour.5. Debug source code, locate errors and fix them.6. Master the following programming concepts: variables, control flow (if statements, for and while loops), functions and/or methods.7. Understand and be able to use arrays and strings.8. Implement basic programming idioms, such as linear search of an array.', 'workload': {0: {'type': 'Lecture', 'hours': '36', 'description': 'Traditional lecture'}, 1: {'type': 'Laboratory', 'hours': '48', 'description': 'Supervised computer programming'}, 2: {'type': 'Directed learning', 'hours': '24', 'description': 'Unassessed directed independent learning'}, 3: {'type': 'Assignment Completion', 'hours': '20', 'description': 'Completion of bucket-list problems'}, 4: {'type': 'Independent Study', 'hours': '122', 'description': 'No Description'}, 'total': 'Total Workload: 250'}}"
            },
            {
                "role": "assistant",
                "content": "In the CSC1003 (Computer Programming I) module, you can expect to learn the fundamentals of computer programming, including:\n\n1. **Basic techniques of programmatic problem solving**: You will learn how to approach and solve problems using programming concepts.\n2. **Writing, running, and debugging programs**: You will learn how to write programs, run them from the command line, and debug them to resolve errors.\n3. **Programming concepts**: You will master the following concepts:\n\t* Variables\n\t* Control flow (if statements, for and while loops)\n\t* Functions and/or methods\n\t* Arrays and strings\n4. **Basic programming idioms**: You will learn how to implement basic programming techniques, such as linear search of an array.\n5. **Error recognition and resolution**: You will learn how to recognize and resolve compiler and runtime errors.\n6. **Debugging**: You will learn how to debug source code, locate errors, and fix them.\n\nThe module will consist of:\n\n* **Lectures** (36 hours): Traditional lectures to introduce programming concepts.\n* **Supervised laboratory work** (48 hours): Hands-on programming exercises to practice and apply what you've learned.\n* **Directed learning** (24 hours): Unassessed independent learning to reinforce your understanding.\n* **Assignment completion** (20 hours): Completion of programming assignments to apply your skills.\n* **Independent study** (122 hours): Self-directed learning to review and practice programming concepts.\n\nBy the end of the module, you will have gained a solid foundation in computer programming and be able to write, run, and debug your own programs."
            }
        ],
        "profile": 317,
        "user": 577,
        "input": "What is my timetable for this week?",
        "output": "In the CSC1003 (Computer Programming I) module, you can expect to learn the fundamentals of computer programming, including:\n\n1. **Basic techniques of programmatic problem solving**: You will learn how to approach and solve problems using programming concepts.\n2. **Writing, running, and debugging programs**: You will learn how to write programs, run them from the command line, and debug them to resolve errors.\n3. **Programming concepts**: You will master the following concepts:\n\t* Variables\n\t* Control flow (if statements, for and while loops)\n\t* Functions and/or methods\n\t* Arrays and strings\n4. **Basic programming idioms**: You will learn how to implement basic programming techniques, such as linear search of an array.\n5. **Error recognition and resolution**: You will learn how to recognize and resolve compiler and runtime errors.\n6. **Debugging**: You will learn how to debug source code, locate errors, and fix them.\n\nThe module will consist of:\n\n* **Lectures** (36 hours): Traditional lectures to introduce programming concepts.\n* **Supervised laboratory work** (48 hours): Hands-on programming exercises to practice and apply what you've learned.\n* **Directed learning** (24 hours): Unassessed independent learning to reinforce your understanding.\n* **Assignment completion** (20 hours): Completion of programming assignments to apply your skills.\n* **Independent study** (122 hours): Self-directed learning to review and practice programming concepts.\n\nBy the end of the module, you will have gained a solid foundation in computer programming and be able to write, run, and debug your own programs."
    },
    {
        "id": 7,
        "history": [
            {
                "role": "system",
                "content": "You are a helpful assistant for a college/university student. You can provide information on modules, timetables, and more. Ask me anything! If given json data, formulate a response rather than just dumping the text."
            },
            {
                "role": "user",
                "content": "What can I expect to learn in the CSC1044 module?{'banner_code': 'CSC1044', 'its_code': 'CA3109', 'title': 'Machine Learning', 'coordinator': '', 'credits': 5.0, 'ca_marks': 100, 'exam_marks': 0, 'resit_category': 1, 'is_optional': True, 'semester': 'two'}{'year_title': 'Current Academic Year 2024 - 2025', 'date_posted': 'September 2024', 'module_title': 'Machine Learning', 'module_code': 'CA3109 (ITS) / CSC1044 (Banner)', 'faculty': 'Engineering & Computing', 'school': 'Computing', 'module_coordinator': 'Claudia Mazo', 'module_teachers': ['Denise Freir', 'Michael Scriney'], 'nfq_level': '8', 'pre_requisite': 'Not Available', 'co_requisite': 'Not Available', 'compatibles': 'Not Available', 'incompatibles': 'Not Available', 'credit_rating': '5', 'repeat_examination': None, 'description': 'The purpose of this module is to provide an overview of the tools, techniques and purpose of machine learning. Students will participate in a variety of innovative teaching activities to distinguish approaches and supervised and unsupervised methodologies within machine learning. In addition, they will evaluate the effects and implications of machine learning on sustainability and society and the role of explainable-AI on ML adoption.', 'learning_outcomes': '1. Understand the purpose and key applications of Machine Learning.2. Distinguish between supervised and unsupervised Machine Learning methods and when and how to apply them.3. Understand the concepts and application of machine learning and artificial intelligence in online learning and large data setapplications.4. Apply and synthesise the characteristics of different methods of machine learning5. Evaluate the ethics of Big Data6. Investigate the use of training/test data sets7. Apply the Cross Industry Standard Process for Data Mining - Crisp-dm framework ML lifecycle Overarching process - iterativeprocess8. Analyse the potential impact of machine learning in the context of sustainability9. Analyse the difference between ML research and real-world analysis needs', 'workload': {0: {'type': 'Lecture', 'hours': '12', 'description': 'Module lectures'}, 1: {'type': 'Debate', 'hours': '12', 'description': 'Discussion'}, 2: {'type': 'Class Presentation', 'hours': '6', 'description': 'Students will present on topics in ML to other students'}, 3: {'type': 'Online activity', 'hours': '20', 'description': 'Access to digital resources'}, 4: {'type': 'Independent Study', 'hours': '25', 'description': 'Students will study the module material, related resources and references'}, 5: {'type': 'Assignment Completion', 'hours': '25', 'description': 'Students will work on various assignments throughout the module'}, 6: {'type': 'Group work', 'hours': '25', 'description': 'Students will work on various aspects of the module in groups'}, 'total': 'Total Workload: 125'}}"
            },
            {
                "role": "assistant",
                "content": "Welcome to the CSC1044 module, also known as \"Machine Learning\"! This is a 5-credit module, which means you can expect to devote a significant amount of time and effort to it. As an optional module, you've chosen to take on this exciting topic, and I'm happy to help you understand what to expect.\n\n**Module Overview**\nThe purpose of this module is to introduce you to the tools, techniques, and applications of machine learning. You'll explore supervised and unsupervised methodologies, evaluate the impact of machine learning on sustainability and society, and learn about explainable-AI.\n\n**Learning Outcomes**\nBy the end of this module, you'll be able to:\n\n1. Understand the purpose and key applications of machine learning\n2. Distinguish between supervised and unsupervised machine learning methods\n3. Apply machine learning concepts to online learning and large data set applications\n4. Evaluate the ethics of big data and investigate the use of training/test data sets\n5. Analyze the potential impact of machine learning on sustainability\n6. Understand the difference between machine learning research and real-world analysis needs\n\n**Workload**\nThe module is designed to be engaging and interactive, with a total workload of 125 hours. You can expect to spend time on:\n\n* Lectures (12 hours)\n* Debates and discussions (12 hours)\n* Class presentations (6 hours)\n* Online activities (20 hours)\n* Independent study (25 hours)\n* Assignment completion (25 hours)\n* Group work (25 hours)\n\n**Teaching Team**\nYou'll be guided by a team of experienced educators, including Claudia Mazo (module coordinator), Denise Freir, and Michael Scriney.\n\nOverall, this module promises to be an exciting and challenging journey into the world of machine learning. With its interactive and comprehensive approach, you'll gain a deep understanding of the subject matter and develop valuable skills to apply in real-world contexts."
            }
        ],
        "profile": 316,
        "user": 572,
        "input": "What can I expect to learn in the CSC1044 module?",
        "output": "Welcome to the CSC1044 module, also known as \"Machine Learning\"! This is a 5-credit module, which means you can expect to devote a significant amount of time and effort to it. As an optional module, you've chosen to take on this exciting topic, and I'm happy to help you understand what to expect.\n\n**Module Overview**\nThe purpose of this module is to introduce you to the tools, techniques, and applications of machine learning. You'll explore supervised and unsupervised methodologies, evaluate the impact of machine learning on sustainability and society, and learn about explainable-AI.\n\n**Learning Outcomes**\nBy the end of this module, you'll be able to:\n\n1. Understand the purpose and key applications of machine learning\n2. Distinguish between supervised and unsupervised machine learning methods\n3. Apply machine learning concepts to online learning and large data set applications\n4. Evaluate the ethics of big data and investigate the use of training/test data sets\n5. Analyze the potential impact of machine learning on sustainability\n6. Understand the difference between machine learning research and real-world analysis needs\n\n**Workload**\nThe module is designed to be engaging and interactive, with a total workload of 125 hours. You can expect to spend time on:\n\n* Lectures (12 hours)\n* Debates and discussions (12 hours)\n* Class presentations (6 hours)\n* Online activities (20 hours)\n* Independent study (25 hours)\n* Assignment completion (25 hours)\n* Group work (25 hours)\n\n**Teaching Team**\nYou'll be guided by a team of experienced educators, including Claudia Mazo (module coordinator), Denise Freir, and Michael Scriney.\n\nOverall, this module promises to be an exciting and challenging journey into the world of machine learning. With its interactive and comprehensive approach, you'll gain a deep understanding of the subject matter and develop valuable skills to apply in real-world contexts."
    },
    {
        "id": 3,
        "history": [
            {
                "role": "system",
                "content": "You are a helpful assistant for a college/university student. You can provide information on modules, timetables, and more. Ask me anything! If given json data, formulate a response rather than just dumping the text."
            },
            {
                "role": "user",
                "content": "What can I expect to learn in the CSC1003 module?{'banner_code': 'CSC1003', 'its_code': 'CA116', 'title': 'Computer Programming I', 'coordinator': '', 'credits': 10.0, 'ca_marks': 60, 'exam_marks': 40, 'resit_category': 1, 'is_optional': False, 'semester': 'one'}{'year_title': 'Current Academic Year 2025 - 2026', 'date_posted': 'September 2024 No Banner module data is available', 'module_title': '', 'module_code': '(ITS)', 'faculty': '', 'school': ''}"
            },
            {
                "role": "assistant",
                "content": "It appears that you're interested in learning more about the CSC1003 module, which is titled \"Computer Programming I\". Here's what you can expect:\n\n**Module Overview:**\nIn this module, you'll be introduced to the fundamentals of computer programming. You'll learn the basics of programming concepts, data types, variables, control structures, functions, and object-oriented programming principles.\n\n**Assessment:**\nThe module is worth 10 credits, and the assessment is divided into two parts: \n- Continuous Assessment (CA) accounts for 60% of the overall marks, which may include assignments, quizzes, and lab work.\n- The final exam contributes 40% to the overall marks.\n\n**Module Details:**\nThis module is a compulsory part of your curriculum, as indicated by 'is_optional' being False. It's scheduled to take place in the first semester.\n\nPlease note that the coordinator for this module is not specified in the provided data. You may want to check the official university website or contact your department for more information on the module coordinator and any additional details.\n\nAre you looking forward to learning the basics of computer programming, or do you have any specific questions about this module?"
            },
            {
                "role": "user",
                "content": "Tell me about CSC1002{'banner_code': 'CSC1002', 'its_code': 'CA115', 'title': 'Digital Innovation Management & Enterprise', 'coordinator': '', 'credits': 5.0, 'ca_marks': 100, 'exam_marks': 0, 'resit_category': 2, 'is_optional': False, 'semester': 'two'}{'year_title': 'Current Academic Year 2025 - 2026', 'date_posted': 'September 2024 No Banner module data is available', 'module_title': '', 'module_code': '(ITS)', 'faculty': '', 'school': ''}"
            },
            {
                "role": "assistant",
                "content": "It seems you're interested in learning more about the CSC1002 module. Here's what I've found:\n\n**Module Overview:**\nThe CSC1002 module is titled \"Digital Innovation Management & Enterprise\". This module focuses on introducing you to the concepts of digital innovation, management, and enterprise. You can expect to learn about the principles of innovation, entrepreneurship, and management in the context of digital technologies.\n\n**Assessment:**\nThis module is worth 5 credits, and the assessment is 100% based on Continuous Assessment (CA). This means that your overall grade will be determined by your performance in assignments, projects, presentations, or other coursework throughout the semester. There is no final exam for this module.\n\n**Module Details:**\nAs indicated by 'is_optional' being False, this module is a compulsory part of your curriculum. It's scheduled to take place in the second semester. The resit category is listed as 2, which may have implications for how you can retake the module if needed, but you should check with your university for specific details on resit policies.\n\nUnfortunately, the coordinator for this module is not specified in the provided data. You may want to check the official university website or contact your department for more information on the module coordinator and any additional details.\n\nAre you looking forward to exploring the world of digital innovation and enterprise, or do you have any specific questions about this module?"
            },
            {
                "role": "user",
                "content": "What is my timetable for this week?[{'start': '2025-09-22T08:00:00+00:00', 'end': '2025-09-22T10:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'FT', 'floor': 'G', 'room': '11', 'original': None}], 'description': 'Lecture', 'name': 'CSC1042[1]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1042[1] Computer Networks 2', 'staff_member': 'Togou, M', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1042'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-24T11:00:00+00:00', 'end': '2025-09-24T12:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'C', 'floor': 'G', 'room': '12', 'original': None}], 'description': 'Lecture', 'name': 'CSC1046[1]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1046[1] OO Analysis & Design', 'staff_member': 'Ali, Sunder', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1046'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-22T10:00:00+00:00', 'end': '2025-09-22T11:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'H', 'floor': 'G', 'room': '22', 'original': None}], 'description': 'Lecture', 'name': 'CSC1046[1]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1046[1] OO Analysis & Design', 'staff_member': 'Ali, Sunder', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1046'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-25T11:00:00+00:00', 'end': '2025-09-25T12:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'H', 'floor': 'G', 'room': '22', 'original': None}], 'description': 'Tutorial', 'name': 'CSC1046[1]OC/T1/02', 'event_type': 'On Campus', 'module_name': 'CSC1046[1] OO Analysis & Design', 'staff_member': 'Ali, Sunder', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1046'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'T', 'group_number': 2}]}, {'start': '2025-09-22T11:00:00+00:00', 'end': '2025-09-22T12:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'FT', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1047[1]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1047[1] Advanced Algorithms & A.I. Search', 'staff_member': 'Humphrys M', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1047'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-22T13:00:00+00:00', 'end': '2025-09-22T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'FT', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1047[1]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1047[1] Advanced Algorithms & A.I. Search', 'staff_member': 'Humphrys M', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1047'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-23T10:00:00+00:00', 'end': '2025-09-23T12:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '14', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}], 'description': 'Lab', 'name': 'CSC1047[1]OC/P1/02 <01-07, 09-12>', 'event_type': 'On Campus', 'module_name': 'CSC1047[1] Advanced Algorithms & A.I. Search', 'staff_member': 'Humphrys M', 'weeks': [1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1047'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 2}]}, {'start': '2025-09-23T13:00:00+00:00', 'end': '2025-09-23T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'C', 'floor': 'G', 'room': '12', 'original': None}], 'description': 'Lecture', 'name': 'CSC1048[1]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1048[1] Computability & Complexity', 'staff_member': 'Sinclair D', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1048'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-25T09:00:00+00:00', 'end': '2025-09-25T10:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'Q', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1048[1]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1048[1] Computability & Complexity', 'staff_member': 'Sinclair D', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1048'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-25T12:00:00+00:00', 'end': '2025-09-25T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '25', 'original': None}], 'description': 'Lab', 'name': 'CSC1048[1]OC/P1/01', 'event_type': 'On Campus', 'module_name': 'CSC1048[1] Computability & Complexity', 'staff_member': 'Sinclair D', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1048'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}]}, {'start': '2025-09-22T14:00:00+00:00', 'end': '2025-09-22T16:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'FT', 'floor': 'G', 'room': '13', 'original': None}], 'description': 'Lecture', 'name': 'CSC1055[1]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1055[1] Comparative Programming Languages', 'staff_member': 'Hamilton G', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1055'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-23T14:00:00+00:00', 'end': '2025-09-23T15:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'SA', 'floor': '1', 'room': '01', 'original': None}], 'description': 'Lecture', 'name': 'CSC1058[1]OC/L1/01', 'event_type': 'On Campus', 'module_name': 'CSC1058[1] User Interface Design & Implementation', 'staff_member': 'Lee H', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1058'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2025-09-24T10:00:00+00:00', 'end': '2025-09-24T11:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'FT', 'floor': 'G', 'room': '11', 'original': None}], 'description': 'Lecture', 'name': 'CSC1058[1]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1058[1] User Interface Design & Implementation', 'staff_member': 'Lee H', 'weeks': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1058'], 'semester': 1, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}]"
            },
            {
                "role": "assistant",
                "content": "Here's your timetable for this week:\n\n**Monday, September 22:**\n\n* 08:00-10:00: Lecture - CSC1042 Computer Networks 2 (FT, G, 11)\n* 10:00-11:00: Lecture - CSC1046 OO Analysis & Design (H, G, 22)\n* 11:00-12:00: Lecture - CSC1047 Advanced Algorithms & A.I. Search (FT, G, 13)\n* 14:00-16:00: Lecture - CSC1055 Comparative Programming Languages (FT, G, 13)\n\n**Tuesday, September 23:**\n\n* 10:00-12:00: Lab - CSC1047 Advanced Algorithms & A.I. Search (L, 1, 14 or L, 1, 01)\n* 13:00-14:00: Lecture - CSC1058 User Interface Design & Implementation (SA, 1, 01)\n* 14:00-15:00: Lecture - No scheduled events\n\n**Wednesday, September 24:**\n\n* 10:00-11:00: Lecture - CSC1058 User Interface Design & Implementation (FT, G, 11)\n* 11:00-12:00: Lecture - CSC1046 OO Analysis & Design (C, G, 12)\n\n**Thursday, September 25:**\n\n* 09:00-10:00: Lecture - CSC1048 Computability & Complexity (Q, G, 13)\n* 11:00-12:00: Lecture - CSC1046 OO Analysis & Design (H, G, 22)\n* 12:00-14:00: Lab - CSC1048 Computability & Complexity (L, 1, 01 or L, 1, 25)\n\nPlease note that the locations are specified as campus, building, floor, and room. For example, \"FT, G, 11\" refers to the FT building, ground floor, room 11 on the GLA campus. Make sure to double-check the locations and times to ensure you arrive at the correct place for each event."
            },
            {
                "role": "user",
                "content": "Tell me about CSC1042{'banner_code': 'CSC1042', 'its_code': 'CA304', 'title': 'Computer Networks 2', 'coordinator': '', 'credits': 5.0, 'ca_marks': 25, 'exam_marks': 75, 'resit_category': 1, 'is_optional': True, 'semester': 'one'}{'year_title': 'Current Academic Year 2024 - 2025', 'date_posted': 'September 2024', 'module_title': 'Computer Networks 2', 'module_code': 'CA304 (ITS) / CSC1042 (Banner)', 'faculty': 'Engineering & Computing', 'school': 'Computing', 'module_coordinator': 'Mohammed Amine Togou', 'module_teachers': ['Brian Stone', 'Michael Scriney'], 'nfq_level': '8', 'pre_requisite': 'Not Available', 'co_requisite': 'Not Available', 'compatibles': 'Not Available', 'incompatibles': 'Not Available', 'credit_rating': '5', 'repeat_examination': None, 'description': 'Builds in the foundations of CA169. Students will program in a TCP/IP networking environment and have an appreciation of the choices available in the adoption of various up to date networking technologies within the TCP\\\\IP framework.', 'learning_outcomes': '1. Provide an overall picture of how a computer may be integrated into a LAN and on into the Internet, from the point of view of the hardware required to do so and the software requirements.2. Distinguish between the various LAN technologies in use today, including the characteristics of the hardware and software components and the modes of operation of each.3. Appreciate the complexity of the construction of robust and non robust communications protocols and how issues such as latency, error detection and error correction are dealt with.4. Develop software using sockets for communications across a TCP\\\\IP based internet.5. Implement some of the common cryptographic techniques use to securely exchange information across a network.', 'workload': {0: {'type': 'Laboratory', 'hours': '12', 'description': 'No Description'}, 1: {'type': 'Lecture', 'hours': '24', 'description': 'No Description'}, 2: {'type': 'Fieldwork', 'hours': '53', 'description': 'Independent Learning'}, 3: {'type': 'Fieldwork', 'hours': '36', 'description': 'Completion of guided/structured project work.'}, 'total': 'Total Workload: 125'}}"
            },
            {
                "role": "assistant",
                "content": "Here's an overview of the CSC1042 module:\n\n**Module Information:**\n\n* Title: Computer Networks 2\n* Code: CA304 (ITS) / CSC1042 (Banner)\n* Faculty: Engineering & Computing\n* School: Computing\n* Coordinator: Mohammed Amine Togou\n* Teachers: Brian Stone, Michael Scriney\n* Credits: 5.0\n* Semester: One\n* NFQ Level: 8\n\n**Module Description:**\nThis module builds on the foundations of CA169 and covers the programming of TCP/IP networking environments. You'll gain an appreciation of the choices available in adopting various up-to-date networking technologies within the TCP/IP framework.\n\n**Learning Outcomes:**\n\n1. Integrate a computer into a LAN and the Internet, understanding the required hardware and software.\n2. Distinguish between various LAN technologies, including their characteristics and modes of operation.\n3. Appreciate the complexity of constructing robust and non-robust communications protocols, including issues like latency, error detection, and correction.\n4. Develop software using sockets for communication across a TCP/IP-based internet.\n5. Implement common cryptographic techniques for secure information exchange across a network.\n\n**Workload:**\n\n* Laboratory: 12 hours\n* Lecture: 24 hours\n* Independent Learning (Fieldwork): 53 hours\n* Guided/Structured Project Work (Fieldwork): 36 hours\n* Total Workload: 125 hours\n\n**Assessment:**\n\n* Continuous Assessment (CA): 25%\n* Exam: 75%\n* Resit Category: 1\n\n**Other Details:**\n\n* This module is optional.\n* There are no specified pre-requisites, co-requisites, compatibles, or incompatibles.\n* The repeat examination policy is not available.\n\nBy completing this module, you'll gain a deeper understanding of computer networks and develop practical skills in programming and implementing networking technologies. If you have any specific questions or concerns about this module, feel free to ask!"
            },
            {
                "role": "user",
                "content": "Tell me about CSC1042{'banner_code': 'CSC1042', 'its_code': 'CA304', 'title': 'Computer Networks 2', 'coordinator': '', 'credits': 5.0, 'ca_marks': 25, 'exam_marks': 75, 'resit_category': 1, 'is_optional': True, 'semester': 'one'}{'year_title': 'Current Academic Year 2025 - 2026', 'date_posted': 'September 2024', 'module_title': 'Computer Networks 2', 'module_code': 'CA304 (ITS) / CSC1042 (Banner)', 'faculty': 'Engineering & Computing', 'school': 'Computing', 'module_coordinator': 'Mohammed Amine Togou', 'module_teachers': ['Brian Stone', 'Michael Scriney'], 'nfq_level': '8', 'pre_requisite': 'Not Available', 'co_requisite': 'Not Available', 'compatibles': 'Not Available', 'incompatibles': 'Not Available', 'credit_rating': '5', 'repeat_examination': None, 'description': 'Builds in the foundations of CA169. Students will program in a TCP/IP networking environment and have an appreciation of the choices available in the adoption of various up to date networking technologies within the TCP\\\\IP framework.', 'learning_outcomes': '1. Provide an overall picture of how a computer may be integrated into a LAN and on into the Internet, from the point of view of the hardware required to do so and the software requirements.2. Distinguish between the various LAN technologies in use today, including the characteristics of the hardware and software components and the modes of operation of each.3. Appreciate the complexity of the construction of robust and non robust communications protocols and how issues such as latency, error detection and error correction are dealt with.4. Develop software using sockets for communications across a TCP\\\\IP based internet.5. Implement some of the common cryptographic techniques use to securely exchange information across a network.', 'workload': {0: {'type': 'Laboratory', 'hours': '12', 'description': 'No Description'}, 1: {'type': 'Lecture', 'hours': '24', 'description': 'No Description'}, 2: {'type': 'Fieldwork', 'hours': '53', 'description': 'Independent Learning'}, 3: {'type': 'Fieldwork', 'hours': '36', 'description': 'Completion of guided/structured project work.'}, 'total': 'Total Workload: 125'}}"
            },
            {
                "role": "assistant",
                "content": "Here's an overview of the CSC1042 module:\n\n**Module Information:**\n\n* Title: Computer Networks 2\n* Code: CA304 (ITS) / CSC1042 (Banner)\n* Faculty: Engineering & Computing\n* School: Computing\n* Coordinator: Mohammed Amine Togou\n* Teachers: Brian Stone, Michael Scriney\n* Credits: 5.0\n* Semester: One\n* NFQ Level: 8\n\n**Module Description:**\nThis module builds on the foundations of CA169 and covers programming in a TCP/IP networking environment. You'll gain an appreciation of the choices available in adopting various up-to-date networking technologies within the TCP/IP framework.\n\n**Learning Outcomes:**\n\n1. Understand how a computer can be integrated into a LAN and the Internet, including hardware and software requirements.\n2. Distinguish between various LAN technologies, including their characteristics and modes of operation.\n3. Appreciate the complexity of constructing robust and non-robust communications protocols, including issues like latency, error detection, and correction.\n4. Develop software using sockets for communication across a TCP/IP-based internet.\n5. Implement common cryptographic techniques for secure information exchange across a network.\n\n**Workload:**\n\n* Laboratory: 12 hours\n* Lecture: 24 hours\n* Independent Learning (Fieldwork): 53 hours\n* Guided/Structured Project Work (Fieldwork): 36 hours\n* Total Workload: 125 hours\n\n**Assessment:**\n\n* Continuous Assessment (CA): 25%\n* Exam: 75%\n* Resit Category: 1\n\n**Other Details:**\n\n* This module is optional.\n* There are no specified pre-requisites, co-requisites, compatibles, or incompatibles.\n\nBy completing this module, you'll gain a deeper understanding of computer networks and develop practical skills in programming and implementing networking technologies.\n\nSome key aspects of this module include:\n\n* Programming in a TCP/IP networking environment\n* Understanding LAN technologies and their characteristics\n* Developing software using sockets for communication across a TCP/IP-based internet\n* Implementing common cryptographic techniques for secure information exchange\n\nIf you have any specific questions or concerns about this module, feel free to ask!"
            },
            {
                "role": "user",
                "content": "What is my timetable for this week?[{'start': '2026-01-20T10:00:00+00:00', 'end': '2026-01-20T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'C', 'floor': 'G', 'room': '12', 'original': None}], 'description': 'Lecture', 'name': 'CSC1044[2]OC/L2/01, CSC1045[2]OC/L2/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-01-21T10:00:00+00:00', 'end': '2026-01-21T13:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'Q', 'floor': 'G', 'room': '15', 'original': None}], 'description': 'Lecture', 'name': 'CSC1044[2]OC/L3/01, CSC1045[2]OC/L3/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-01-22T10:00:00+00:00', 'end': '2026-01-22T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'H', 'floor': 'G', 'room': '20', 'original': None}], 'description': 'Lecture', 'name': 'CSC1044[2]OC/L5/01, CSC1045[2]OC/L5/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-01-19T10:00:00+00:00', 'end': '2026-01-19T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'X', 'floor': 'G', 'room': '22', 'original': None}], 'description': 'Lecture', 'name': 'CSC1044[2]OC/L6/01, CSC1045[2]OC/L6/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-01-20T14:00:00+00:00', 'end': '2026-01-20T16:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '28', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '01', 'original': None}], 'description': 'Lecture', 'name': 'CSC1044[2]OC/L7/01, CSC1045[2]OC/L7/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': None, 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'L', 'group_number': 1}]}, {'start': '2026-01-19T15:00:00+00:00', 'end': '2026-01-19T18:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '28', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': 'G', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': 'G', 'room': '26', 'original': None}], 'description': 'Lab', 'name': 'CSC1044[2]OC/P1/01, CSC1045[2]OC/P1/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'P', 'group_number': 1}]}, {'start': '2026-01-21T15:00:00+00:00', 'end': '2026-01-21T18:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'L', 'floor': 'G', 'room': '25', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': 'G', 'room': '26', 'original': None}, {'campus': 'GLA', 'building': 'L', 'floor': '1', 'room': '28', 'original': None}], 'description': 'Lab', 'name': 'CSC1044[2]OC/P2/01, CSC1045[2]OC/P2/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 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'activity_type': 'P', 'group_number': 1}]}, {'start': '2026-01-23T10:00:00+00:00', 'end': '2026-01-23T14:00:00+00:00', 'locations': [{'campus': 'GLA', 'building': 'SA', 'floor': '1', 'room': '01', 'original': None}], 'description': 'Seminar', 'name': 'CSC1044[2]OC/S1/01, CSC1045[2]OC/S1/01', 'event_type': 'On Campus', 'module_name': 'CSC1044[2] Machine Learning, CSC1045[2] Machine Learning in Context', 'staff_member': 'Rosetto, L', 'weeks': [19, 20], 'group_name': None, 'parsed_name_data': [{'module_codes': ['CSC1044'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'S', 'group_number': 1}, {'module_codes': ['CSC1045'], 'semester': 2, 'delivery_type': 'OC', 'activity_type': 'S', 'group_number': 1}]}]"
            },
            {
                "role": "assistant",
                "content": "Here is your timetable for this week:\n\n**Monday, January 19:**\n\n* 10:00-14:00: Lecture - CSC1044/5 Machine Learning (X, G, 22)\n* 15:00-18:00: Lab - CSC1044/5 Machine Learning (L, 1, 28 or L, G, 25 or L, G, 26)\n\n**Tuesday, January 20:**\n\n* 10:00-14:00: Lecture - CSC1044/5 Machine Learning (C, G, 12)\n* 14:00-16:00: Lecture - CSC1044/5 Machine Learning (L, 1, 28 or L, 1, 25 or L, 1, 01)\n\n**Wednesday, January 21:**\n\n* 10:00-13:00: Lecture - CSC1044/5 Machine Learning (Q, G, 15)\n* 15:00-18:00: Lab - CSC1044/5 Machine Learning (L, G, 25 or L, G, 26 or L, 1, 28)\n\n**Thursday, January 22:**\n\n* 10:00-14:00: Lecture - CSC1044/5 Machine Learning (H, G, 20)\n* 14:00-17:00: Lab - CSC1044/5 Machine Learning (L, G, 27 or L, 1, 28 or L, 1, 14)\n\n**Friday, January 23:**\n\n* 10:00-14:00: Seminar - CSC1044/5 Machine Learning (SA, 1, 01)\n* 15:00-18:00: Lab - CSC1044/5 Machine Learning (L, 1, 28 or L, 1, 25 or L, G, 25 or L, G, 26)\n\nPlease note that the locations are specified as campus, building, floor, and room. For example, \"C, G, 12\" refers to the C building, ground floor, room 12 on the GLA campus. Make sure to double-check the locations and times to ensure you arrive at the correct place for each event."
            }
        ],
        "profile": 1,
        "user": 1,
        "input": "test",
        "output": "Here is your timetable for this week:\n\n**Monday, January 19:**\n\n* 10:00-14:00: Lecture - CSC1044/5 Machine Learning (X, G, 22)\n* 15:00-18:00: Lab - CSC1044/5 Machine Learning (L, 1, 28 or L, G, 25 or L, G, 26)\n\n**Tuesday, January 20:**\n\n* 10:00-14:00: Lecture - CSC1044/5 Machine Learning (C, G, 12)\n* 14:00-16:00: Lecture - CSC1044/5 Machine Learning (L, 1, 28 or L, 1, 25 or L, 1, 01)\n\n**Wednesday, January 21:**\n\n* 10:00-13:00: Lecture - CSC1044/5 Machine Learning (Q, G, 15)\n* 15:00-18:00: Lab - CSC1044/5 Machine Learning (L, G, 25 or L, G, 26 or L, 1, 28)\n\n**Thursday, January 22:**\n\n* 10:00-14:00: Lecture - CSC1044/5 Machine Learning (H, G, 20)\n* 14:00-17:00: Lab - CSC1044/5 Machine Learning (L, G, 27 or L, 1, 28 or L, 1, 14)\n\n**Friday, January 23:**\n\n* 10:00-14:00: Seminar - CSC1044/5 Machine Learning (SA, 1, 01)\n* 15:00-18:00: Lab - CSC1044/5 Machine Learning (L, 1, 28 or L, 1, 25 or L, G, 25 or L, G, 26)\n\nPlease note that the locations are specified as campus, building, floor, and room. For example, \"C, G, 12\" refers to the C building, ground floor, room 12 on the GLA campus. Make sure to double-check the locations and times to ensure you arrive at the correct place for each event."
    },
    {
        "id": 6,
        "history": [
            {
                "role": "system",
                "content": "You are a helpful assistant for a college/university student. You can provide information on modules, timetables, and more. Ask me anything! If given json data, formulate a response rather than just dumping the text."
            },
            {
                "role": "user",
                "content": "How do I get points on the leaderboard"
            },
            {
                "role": "assistant",
                "content": "To get points on the leaderboard, you typically need to participate in various academic or co-curricular activities, complete assignments, or achieve specific milestones. Here are some possible ways to earn points:\n\n1. **Attend classes and lectures**: Regular attendance can contribute to your overall score.\n2. **Complete assignments and quizzes**: Submitting assignments and quizzes on time, and achieving good grades, can help you accumulate points.\n3. **Engage in extracurricular activities**: Participating in clubs, societies, or sports teams can earn you points, as can volunteering for university events or charity work.\n4. **Achieve academic milestones**: Reaching certain academic targets, such as completing a module or achieving a specific GPA, can also contribute to your leaderboard score.\n\nTo give you a more accurate answer, could you please provide more context or information about the leaderboard you're referring to? For example:\n\n* Is it a university-wide leaderboard or specific to a particular module or course?\n* Are there any specific rules or criteria for earning points?\n* Do you have access to any documentation or resources that outline the leaderboard's scoring system?\n\nWith more information, I can provide a more detailed and helpful response."
            }
        ],
        "profile": 316,
        "user": 572,
        "input": "How do I get points on the leaderboard",
        "output": "To get points on the leaderboard, you typically need to participate in various academic or co-curricular activities, complete assignments, or achieve specific milestones. Here are some possible ways to earn points:\n\n1. **Attend classes and lectures**: Regular attendance can contribute to your overall score.\n2. **Complete assignments and quizzes**: Submitting assignments and quizzes on time, and achieving good grades, can help you accumulate points.\n3. **Engage in extracurricular activities**: Participating in clubs, societies, or sports teams can earn you points, as can volunteering for university events or charity work.\n4. **Achieve academic milestones**: Reaching certain academic targets, such as completing a module or achieving a specific GPA, can also contribute to your leaderboard score.\n\nTo give you a more accurate answer, could you please provide more context or information about the leaderboard you're referring to? For example:\n\n* Is it a university-wide leaderboard or specific to a particular module or course?\n* Are there any specific rules or criteria for earning points?\n* Do you have access to any documentation or resources that outline the leaderboard's scoring system?\n\nWith more information, I can provide a more detailed and helpful response."
    }
]