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It defines general education and the distribution of courses across semesters, including implementation requirements such as field experience/internship and final capstone project expectations. The document specifies eligibility and entry provisions, details program structure and standard nomenclature, and maps scheme of studies from early to advanced semesters. It also provides specialization pathways with major compulsory and elective pools, plus certification requirements and internship/final year project 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learning outcomes does the Computer Science program guide define?","Question",{"text":113,"@type":114},"It defines course learning outcomes (CLOs) and program learning outcomes (PLOs), aligned with the overall course sequences, credits, and syllabus structure.","Answer",{"name":116,"@type":111,"acceptedAnswer":117},"How does the guide structure courses across semesters?",{"text":118,"@type":114},"It provides distribution of courses in semesters and a scheme of studies covering semester ranges, including general education, major compulsory courses, and interdisciplinary components.",{"name":120,"@type":111,"acceptedAnswer":121},"What requirements are specified for field experience, internships, and the final project?",{"text":122,"@type":114},"It states requirements for field experience/internship and requirements for the capstone project, supported by annex guidelines for computing programs.",{"name":124,"@type":111,"acceptedAnswer":125},"Which specialization areas and certification requirements are included?",{"text":126,"@type":114},"The guide lists multiple specialization tracks (e.g., Software Engineering, AI, Cyber Security, IoT, Robotics) and includes a certification section with specific specialization-related and recommended certification pathways.","https://schema.org",{"og:url":83,"og:type":129,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":131,"canonical":83},"index,follow",{"doc_id":133,"site_id":62},179343,1788336475,{"code":4,"msg":5,"data":136},{"doc_id":133,"user_id":137,"nickname":92,"user_avatar":138,"doc_module":4,"category_id":29,"category_name":30,"doc_title":65,"doc_description":67,"doc_content":139,"file_id":140,"file_url":141,"file_type":142,"file_size":143,"view_count":105,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":144,"language":145,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":146,"faqs":147,"seo_title":148,"seo_description":67,"update_tm":134,"read_time":149},2336474459895,"https://ap-avatar.wpscdn.com/avatar/22000baeef7a5ed0655?x-image-process=image/resize,m_fixed,w_180,h_180&k=1786071322749376916","| Contributions | iv |\n| --- | --- |\n| Preface | vii |\n| Guiding Principles | 1 |\n| Minimum standards | 1 |\n| Course sequences, Titles & credits | 1 |\n| Course learning outcomes | 1 |\n| Course syllabus | 1 |\n| General Education | 1 |\n| Distribution of Courses in Semesters | 1 |\n| Implementation | 1 |\n| Requirements of Field Experience/Internship | 2 |\n| Requirements for Capstone Project | 2 |\n| Certification Requirement | 2 |\n| Entry Provisions at Undergraduate Level | 2 |\n| Pathway for Graduates with Associate Degree | 2 |\n| BS Computer Science | 2 |\n| Program Description | 2 |\n| Standard Nomenclature | 3 |\n| Program Learning Outcomes (PLOs) | 3 |\n| Eligibility Criteria | 4 |\n| Program Structure | 4 |\n| General Education | 5 |\n| Major Courses (Compulsory) | 6 |\n| Interdisciplinary Courses | 7 |\n| Scheme of Studies (Semester I – VIII) | 8 |\n| Specializations in BS Computer Science | 11 |\n| Guidelines for Specializations | 12 |\n| Software Engineering | 12 |\n| Data Science | 12 |\n| Artificial Intelligence | 13 |\n| Cyber Security | 13 |\n| Information Technology | 14 |\n| Computer Engineering | 14 |\n| Computer Game Development | 15 |\n| Multimedia and Animation | 15 |\n| Robotics | 16 |\n| Human Computer Interaction | 16 |\n| Internet of Things (IoT) | 17 |\n| Network Infrastructure & Cloud Computing | 17 |\n| Quantum Computing | 18 |\n| Health Informatics | 18 |\n| Associate Degree in Computing | 19 |\n\n\n| Standard Nomenclature | 19 |\n| --- | --- |\n| Eligibility Criteria | 19 |\n| Program Structure | 19 |\n| General Education Courses | 20 |\n| Major Courses (Compulsory) | 21 |\n| Pool of Electives | 21 |\n| Scheme of Studies (Semester I – IV) | 22 |\n| Course Learning Outcomes (CLOs) | 24 |\n| Mandatory Major Courses | 24-26 |\n| Specialization Courses | 27-64 |\n| Certifications | 65 |\n| Software Engineering Specialization Certifications | 65 |\n| Human Computer Interaction | 65 |\n| Certified Professional in Health Information | 66 |\n| AI Specialization MOOC courses, Certifications and Recommendations | 67 |\n| Certifications Recommended by PSEB and Pakistan Software Houses Association (P@SHA) | 73 |\n| Annex-A (Field experience / Internship guidelines – Computing Programs) | 75 |\n| Annex-B (Final Year Project (FYP) guidelines – Computing Programs) | 76 |\n| Annex-C (Framework for Integration of International Certifications into BS Computer Science Program | 77 |","cbCaisEUmgXBCQOl","https://ap.wps.com/l/cbCaisEUmgXBCQOl","pdf",1226347,86,"English","# Guiding Principles\n## Minimum standards\n## Course sequences, Titles & credits\n## Course learning outcomes\n# Program Structure and Standards\n## Standard Nomenclature\n## Program Learning Outcomes (PLOs)\n## Eligibility Criteria\n## Program Structure\n## General Education\n# Curriculum Implementation\n## Distribution of Courses in Semesters\n## Implementation\n## Requirements of Field Experience/Internship\n## Requirements for Capstone Project\n## Certification Requirement\n## Entry Provisions at Undergraduate Level\n## Pathway for Graduates with Associate Degree\n# BS Computer Science Curriculum\n## Program Description\n## Standard Nomenclature\n## Scheme of Studies (Semester I – VIII)\n## Major Courses (Compulsory)\n## Interdisciplinary Courses\n## Specializations in BS Computer Science\n# Specializations and Guidelines\n## Software Engineering\n## Data Science\n## Artificial Intelligence\n## Cyber Security\n## Information Technology\n## Computer Engineering\n## Computer Game Development\n## Multimedia and Animation\n## Robotics\n## Human Computer Interaction\n## Internet of Things (IoT)\n## Network Infrastructure & Cloud Computing\n## Quantum Computing\n## Health Informatics\n# Electives, Certifications, and Annexes\n## General Education Courses\n## Pool of Electives\n## Course Learning Outcomes (CLOs)\n## Mandatory Major Courses\n## Specialization Courses\n## Certifications\n## Annex-A (Field experience / Internship guidelines – Computing Programs)\n## Annex-B (Final Year Project (FYP) guidelines – Computing Programs)\n## Annex-C (Framework for Integration of International Certifications into BS Computer Science Program)","[{\"question\":\"What learning outcomes does the Computer Science program guide define?\",\"answer\":\"It defines course learning outcomes (CLOs) and program learning outcomes (PLOs), aligned with the overall course sequences, credits, and syllabus structure.\"},{\"question\":\"How does the guide structure courses across semesters?\",\"answer\":\"It provides distribution of courses in semesters and a scheme of studies covering semester ranges, including general education, major compulsory courses, and interdisciplinary components.\"},{\"question\":\"What requirements are specified for field experience, internships, and the final project?\",\"answer\":\"It states requirements for field experience/internship and requirements for the capstone project, supported by annex guidelines for computing programs.\"},{\"question\":\"Which specialization areas and certification requirements are included?\",\"answer\":\"The guide lists multiple specialization tracks (e.g., Software Engineering, AI, Cyber Security, IoT, Robotics) and includes a certification section with specific specialization-related and recommended certification pathways.\"}]","Computer Science Program Guide - Course structure and learning outcomes | PDF",217]