@extends('layouts.app3')
@section('title', 'BCA & Integrated MCA Programs | Rai University')
@section('content')
@php
$group = [
  'name_html' => 'BCA &amp; <span>Integrated MCA</span> Programs',
  'short' => 'BCA / iMCA',
  'school' => 'Rai School of Computer Applications',
  'tagline' => 'Future-ready computer application degrees built around Artificial Intelligence, Machine Learning and Data Science — with a seamless 5-year integrated BCA + MCA pathway.',
];

$programs = [
  [
    'name' => 'BCA in Artificial Intelligence & Machine Learning',
    'name_html' => 'BCA in <span>AI &amp; Machine Learning</span>',
    'short' => 'BCA (AI & ML)',
    'years' => '3', 'semesters_count' => '6', 'credits' => '139', 'level' => 'Undergraduate', 'level_short' => 'UG',
    'overview' => 'The BCA in Machine Learning program is designed to provide a strong foundation in computer science along with specialized knowledge in artificial intelligence and machine learning. The curriculum integrates programming, data science, and advanced ML concepts to prepare students for industry and research roles.',
    'objectives' => [
      'Build strong foundations in computer science and programming',
      'Develop expertise in machine learning and AI technologies',
      'Enable students to work with real-world data and intelligent systems',
      'Foster problem-solving and analytical thinking skills',
      'Prepare students for industry roles and higher education',
    ],
    'outcomes' => [
      'Apply programming and data structures effectively',
      'Design and implement machine learning models',
      'Analyze data using statistical and computational techniques',
      'Develop AI-driven applications for real-world problems',
      'Demonstrate professional and ethical responsibility',
    ],
    'credit_summary' => [
      ['Year 1','Semester I','25'],['Year 1','Semester II','26'],['Year 2','Semester III','23'],
      ['Year 2','Semester IV','25'],['Year 3','Semester V','24'],['Year 3','Semester VI','16'],
    ],
    'semesters' => [
      ['year'=>'Year 1','rom'=>'I','label'=>'Semester I','total'=>'25','subjects'=>[
        ['Programming Fundamentals with C','4','2','6'],['Digital Logic and Design','4','2','6'],['Mathematics for Computer Science','3','0','3'],['Operating Systems','3','0','3'],['Introduction to Electronics','2','1','3'],['English Language','2','0','2'],['Presentation Skills','1','1','2'],
      ]],
      ['year'=>'Year 1','rom'=>'II','label'=>'Semester II','total'=>'26','subjects'=>[
        ['Object-Oriented Programming with C++','4','2','6'],['Data Structures and Algorithms','4','2','6'],['Database Management System','3','0','3'],['Computer Architecture','3','0','3'],['Sustainable Energy','2','1','3'],['Financial Literacy','2','0','2'],['Communication Skills','2','1','3'],
      ]],
      ['year'=>'Year 2','rom'=>'III','label'=>'Semester III','total'=>'23','subjects'=>[
        ['Introduction to Python','4','2','6'],['Web Technologies','4','2','6'],['Probability and Statistics','3','0','3'],['Introduction to AI','3','0','3'],['Introduction to Design Thinking','2','0','2'],['E-Commerce & Digital Business','2','1','3'],
      ]],
      ['year'=>'Year 2','rom'=>'IV','label'=>'Semester IV','total'=>'25','subjects'=>[
        ['Programming in Java','4','2','6'],['Machine Learning','4','2','6'],['Generative AI & LLMs','3','0','3'],['Data Science','3','1','4'],['Project Management','2','1','3'],['Introduction to UI/UX','2','1','3'],
      ]],
      ['year'=>'Year 3','rom'=>'V','label'=>'Semester V','total'=>'24','subjects'=>[
        ['Computer Vision','4','2','6'],['Deep Learning Operations (DLOps)','4','2','6'],['Big Data Analytics','3','0','3'],['Elective - I','3','0','3'],['Elective - II','2','1','3'],['Entrepreneurship','2','1','3'],
      ]],
      ['year'=>'Year 3','rom'=>'VI','label'=>'Semester VI','total'=>'16','note'=>'Capstone','subjects'=>[
        ['Major Project','0','16','16'],
      ]],
    ],
    'electives' => [
      'Technical Electives' => [['Data Mining and Warehousing','3'],['Blockchain Technology','3'],['AI for Big Data Processing','3'],['Data Visualization & Business Analytics','3'],['AI in IoT & Smart Systems','3']],
      'Industry-Oriented Electives' => [['Cloud Computing Fundamentals','3'],['DevOps for AI Systems','3'],['AI Product Development','3'],['Cybersecurity Essentials','3']],
    ],
    'industry' => ['Industry projects and capstone in the final semester','Guest lectures and workshops by industry experts','Internship opportunities in AI and data science domains'],
    'assessment' => [['Internal Assessment','40%'],['End-of-Semester Examination','60%']],
    'exit' => [['After Year 1','Certificate in Computer Applications'],['After Year 2','Diploma in Computer Applications'],['After Year 3','BCA in Machine Learning']],
    'careers' => ['Machine Learning Engineer','Data Analyst','AI Developer','Business Intelligence Analyst','Software Developer','Research Assistant in AI/ML'],
  ],
  [
    'name' => 'BCA in Data Science',
    'name_html' => 'BCA in <span>Data Science</span>',
    'short' => 'BCA (Data Science)',
    'years' => '3', 'semesters_count' => '6', 'credits' => '139', 'level' => 'Undergraduate', 'level_short' => 'UG',
    'overview' => 'The BCA in Data Science program is designed to build strong foundations in computer science while developing expertise in data analytics, statistical modeling, and intelligent systems. The curriculum integrates programming, data handling, and advanced data science techniques to prepare students for industry and research roles.',
    'objectives' => [
      'Build strong foundations in computer science and programming',
      'Develop expertise in data science, analytics, and machine learning',
      'Enable students to work with large-scale real-world data',
      'Foster analytical and statistical problem-solving skills',
      'Prepare students for industry roles and higher education',
    ],
    'outcomes' => [
      'Apply programming and data structures effectively',
      'Analyze and interpret complex datasets',
      'Build predictive and statistical models',
      'Develop data-driven applications and solutions',
      'Demonstrate ethical and professional responsibility',
    ],
    'credit_summary' => [
      ['Year 1','Semester I','25'],['Year 1','Semester II','26'],['Year 2','Semester III','23'],
      ['Year 2','Semester IV','25'],['Year 3','Semester V','24'],['Year 3','Semester VI','16'],
    ],
    'semesters' => [
      ['year'=>'Year 1','rom'=>'I','label'=>'Semester I','total'=>'25','subjects'=>[
        ['Programming Fundamentals with C','4','2','6'],['Digital Logic and Design','4','2','6'],['Mathematics for Computer Science','3','0','3'],['Operating Systems','3','0','3'],['Introduction to Electronics','2','1','3'],['English Language','2','0','2'],['Presentation Skills','1','1','2'],
      ]],
      ['year'=>'Year 1','rom'=>'II','label'=>'Semester II','total'=>'26','subjects'=>[
        ['Object-Oriented Programming with C++','4','2','6'],['Data Structures and Algorithms','4','2','6'],['Database Management System','3','0','3'],['Computer Architecture','3','0','3'],['Sustainable Energy','2','1','3'],['Financial Literacy','2','0','2'],['Communication Skills','2','1','3'],
      ]],
      ['year'=>'Year 2','rom'=>'III','label'=>'Semester III','total'=>'23','subjects'=>[
        ['Introduction to Python','4','2','6'],['Introduction to Data Science','4','2','6'],['Probability and Statistics','3','0','3'],['Introduction to AI','3','0','3'],['Introduction to Design Thinking','2','0','2'],['E-Commerce & Digital Business','2','1','3'],
      ]],
      ['year'=>'Year 2','rom'=>'IV','label'=>'Semester IV','total'=>'25','subjects'=>[
        ['Data Mining and Warehousing','4','2','6'],['Machine Learning','4','2','6'],['Data Visualization & Business Analytics','3','0','3'],['Web Technologies','3','1','4'],['Project Management','2','1','3'],['Introduction to UI/UX','2','1','3'],
      ]],
      ['year'=>'Year 3','rom'=>'V','label'=>'Semester V','total'=>'24','subjects'=>[
        ['MATLAB','4','2','6'],['Statistical Learning & Bayesian Methods','4','2','6'],['Big Data Analytics','3','0','3'],['Elective - I','3','0','3'],['Elective - II','2','1','3'],['Entrepreneurship','2','1','3'],
      ]],
      ['year'=>'Year 3','rom'=>'VI','label'=>'Semester VI','total'=>'16','note'=>'Capstone','subjects'=>[
        ['Major Project','0','16','16'],
      ]],
    ],
    'electives' => [
      'Technical Electives' => [['Computer Vision and Image Processing','3'],['Blockchain Technology','3']],
      'Industry-Oriented Electives' => [['AI for Big Data Processing','3'],['Generative AI & LLMs','3']],
    ],
    'industry' => ['Industry-oriented capstone project in final semester','Workshops and guest lectures from data science professionals','Internship opportunities in analytics and AI domains'],
    'assessment' => [['Internal Assessment','40%'],['End-of-Semester Examination','60%']],
    'exit' => [['After Year 1','Certificate in Computer Applications'],['After Year 2','Diploma in Computer Applications'],['After Year 3','BCA in Data Science']],
    'careers' => ['Data Scientist','Data Analyst','Machine Learning Engineer','Business Intelligence Analyst','Data Engineer','Research Assistant in Data Science'],
  ],
  [
    'name' => 'Integrated MCA (BCA + MCA)',
    'name_html' => 'Integrated <span>MCA</span> (BCA + MCA)',
    'short' => 'iMCA (BCA + MCA)',
    'years' => '5', 'semesters_count' => '10', 'credits' => '217+', 'level' => 'Integrated UG + PG', 'level_short' => 'UG+PG', 'nep' => true,
    'overview' => 'The Integrated BCA + MCA (iMCA) program is a five-year professional degree designed to provide strong foundations in computer science along with advanced knowledge in Artificial Intelligence, Data Science, Cloud Computing, and Software Engineering. The program emphasizes industry readiness through projects, internships, and research, ensuring a seamless transition from undergraduate to postgraduate level.',
    'objectives' => [
      'Develop strong computational and problem-solving skills',
      'Build expertise in modern software development practices',
      'Prepare students for careers in industry, research, and entrepreneurship',
      'Equip learners with emerging technologies such as AI, ML, Cloud, and DevOps',
    ],
    'outcomes' => [
      'Apply knowledge of computing fundamentals and advanced concepts',
      'Design and develop scalable software systems',
      'Analyze data and build intelligent solutions',
      'Work effectively in teams and communicate professionally',
      'Adapt to emerging technologies and engage in lifelong learning',
    ],
    'credit_summary' => [
      ['Year 1','Sem I–II','50'],['Year 2','Sem III–IV','48'],['Year 3','Sem V–VI','44'],['Year 4','Sem VII–VIII','44'],['Year 5','Sem IX–X','40'],
    ],
    'semesters' => [
      ['year'=>'Year 1','rom'=>'I','label'=>'Semester I','total'=>'25','subjects'=>[
        ['Programming Fundamentals with C','4','2','6'],['Digital Logic and Design','4','2','6'],['Mathematics for Computer Applications','3','0','3'],['Operating Systems','3','0','3'],['Introduction to Electronics','2','1','3'],['English Language','2','0','2'],['Creative Writing and Presentation','2','0','2'],
      ]],
      ['year'=>'Year 1','rom'=>'II','label'=>'Semester II','total'=>'25','subjects'=>[
        ['Object-Oriented Programming with C++','4','2','6'],['Data Structures and Algorithms','4','2','6'],['Database Management Systems','3','0','3'],['Computer Architecture','3','0','3'],['Environmental Studies','2','0','2'],['Communication Skills','2','0','2'],['Introduction to Design Thinking','2','1','3'],
      ]],
      ['year'=>'Year 2','rom'=>'III','label'=>'Semester III','total'=>'24','subjects'=>[
        ['Introduction to Python','4','2','6'],['Software Engineering','4','2','6'],['Web Technologies','3','0','3'],['Introduction to Artificial Intelligence','3','0','3'],['Financial Literacy','2','2','4'],['Professional Ethics','2','0','2'],
      ]],
      ['year'=>'Year 2','rom'=>'IV','label'=>'Semester IV','total'=>'24','subjects'=>[
        ['Programming in Java','4','2','6'],['Mobile Applications Development','4','2','6'],['Cloud Computing','3','0','3'],['Project Management','3','0','3'],['Data Visualization','2','2','4'],['Introduction to UI/UX','2','0','2'],
      ]],
      ['year'=>'Year 3','rom'=>'V','label'=>'Semester V','total'=>'22','subjects'=>[
        ['Machine Learning','4','2','6'],['Backend Development','4','2','6'],['Big Data Analytics','3','0','3'],['Elective – 1','4','0','4'],['Elective – 2','3','0','3'],
      ]],
      ['year'=>'Year 3','rom'=>'VI','label'=>'Semester VI (Bridge)','total'=>'20','subjects'=>[
        ['Major Project Phase I','0','12','12'],['Advanced Data Structures','2','2','4'],['Research Methodology','2','0','2'],['Seminar and Technical Presentation','0','2','2'],
      ]],
      ['year'=>'Year 4','rom'=>'VII','label'=>'Semester VII','total'=>'22','subjects'=>[
        ['Advanced Java / Spring Boot','3','2','5'],['Advanced Database Systems','3','2','5'],['Design and Analysis of Algorithms','3','1','4'],['Computer Networks','3','0','3'],['Elective – 3','3','0','3'],['Mini Project','0','2','2'],
      ]],
      ['year'=>'Year 4','rom'=>'VIII','label'=>'Semester VIII','total'=>'22','subjects'=>[
        ['Advanced Artificial Intelligence','3','2','5'],['Data Science and Analytics','3','2','5'],['Cyber Security','3','0','3'],['DevOps and CI/CD','2','2','4'],['Elective – 4','3','0','3'],['Internship / Industrial Training','0','2','2'],
      ]],
      ['year'=>'Year 5','rom'=>'IX','label'=>'Semester IX','total'=>'21','subjects'=>[
        ['Cloud-Native Application Development','3','2','5'],['Machine Learning Operations (MLOps)','3','1','4'],['Blockchain Technology','3','0','3'],['Research Paper Writing and IPR','2','0','2'],['Elective – 5','3','0','3'],['Major Project Phase II','0','4','4'],
      ]],
      ['year'=>'Year 5','rom'=>'X','label'=>'Semester X','total'=>'20','note'=>'Final Capstone','subjects'=>[
        ['Major Project Phase III (Final)','0','16','16'],['Viva Voce','0','2','2'],['Industry Portfolio and Seminar','0','2','2'],
      ]],
    ],
    'electives' => [
      'Technical Electives' => [['MERN Stack Development','4'],['Computer Vision','4'],['DevOps','3'],['Quantum Computing','3'],['Deep Learning','4'],['Natural Language Processing','4'],['Internet of Things','3'],['AR/VR','3']],
      'Industry-Oriented Electives' => [['Product Management','3'],['FinTech Systems','3'],['Digital Marketing Analytics','3'],['Entrepreneurship and Startup Development','3']],
    ],
    'industry' => ['Mandatory Internship in Semester VIII','Three-phase Major Project across Semesters VI, IX, and X','Exposure to industry tools such as Git, Docker, Kubernetes, AWS, and CI/CD pipelines'],
    'assessment' => [['Internal Assessment','30%'],['End Semester Examination','50%'],['Practical / Project','20%']],
    'exit' => [['After 3 Years','Bachelor of Computer Applications (BCA)'],['After 4 Years','BCA (Honours)'],['After 5 Years','Integrated Master of Computer Applications (MCA)']],
    'careers' => ['Software Developer','Data Scientist','AI / Machine Learning Engineer','Cloud Engineer','Full Stack Developer','Cybersecurity Analyst'],
  ],
];
@endphp
@include('partials.program-group')
@endsection