bachelor of computer science in big data

About B.Sc. IT - Big Data Analytics

Big Data and its concepts have been utilized for years to examine huge amounts of data to solve hidden patterns, correlations and other insights. Data has become one of the most fundamental aspects of development in the various business, technological, administrative organisations. Information gathering through organising and analysis of data sets provides a wide exposure to the functionality of numerous trends. The Faculty of IT and Computer Science offers a 3 year bachelors specialisation in Big Data Analytics. The program is strategically designed to provide students with the basis of data collection, organising and analysis. In order to expose students to an in-depth practical exposure to this field, the department is equipped with computer facilities and laboratories which allow students to be engaged at a personal level and in the realtime processing of data. The program exposes students to various systems and subjects such as data sciences, business analytics, machine learning, tableau and python amongst others. The program is also taken under the instruction of expert faculties and professors who go on to provide students with an in-depth understanding of how the industry works and functions, in preparation of various streams of careers.

Curriculum

Semester 1	Semester 2
Major (Discipline Specific Course)	Major (Discipline Specific Course)
Programming using C (Theory)	Fundamentals of Database Management Systems (Theory)
Programming using C (Practical)	Fundamentals of Database Management Systems (Practical)
Web Design and Development (Theory)	Structured System Analysis and Design (Theory)
Web Design and Development (Practical)	Structured System Analysis and Design (Practical)
Minor -1 / Interdisciplinary Course (Select any one)	Minor -2 / Interdisciplinary Course (Select any one)
Animation: Character Design	Animation: Story Telling & Story Boarding
Photography and Photo Editing: Digital Camera Mechanism	Photography and Photo Editing: Characteristics of Lens
Videography & Video Editing: Fundamentals of Digital Videography	Videography & Video Editing: Lighting and Camera Movement
Digital Marketing: Marketing Management	Digital Marketing: Fundamentals of Digital Marketing
AI&ML: Artificial Intelligence & Machine Learning-1 (Theory)	AI&ML: Artificial Intelligence and Machine Learning (Theory) - II
AI&ML: Artificial Intelligence & Machine Learning-1 (Practical)	AI&ML: Artificial Intelligence and Machine Learning (Practical) - II
CSF: Cyber Security & Forensic	CSF: Advanced Cyber Security and Forensics
University Electives -1 (Multidisciplinary course) (Select any one)	University Electives -2 (Multidisciplinary course) (Select any one)
Digital and Mobile Media Marketing	Basic Mathematics
Remote Sensing & GIS	DISCRETE MATHEMATICS (NPTEL)
First Aid and Life Support	Skill Enhancement Course - 2 (Select Any One)
Cyber Forensic & Investigation	Data Visualization for Business Intelligence
I.T. Governance	BUSINESS INTELLIGENCE & ANALYTICS (NPTEL)
Skill Enhancement Course -1	Value Added Course - 2
Mathematical Aptitude	IPDC including History and Culture of India and IKS - I
Value Added Course-I	Ability Enhancement Course -2 /Modern Indian Language - 2(MIL-2) (Select Any One
Climate Change & Sustainable Environment	Basic English -II
Ability Enhancement Course -1 /Modern Indian Language-1 (Select Any One)	Basic Hindi -II
Basic English-I	Basic Gujarati -II
Basic Hindi-1
Basic Gujarati-1

Semester 3	Semester 4
Major (Discipline Specific Course)	Major (Discipline Specific Course)
Essential of JAVA Programming (Theory)	Computer Networking and Security (Theory)
Essential of JAVA Programming (Practical)	Computer Networking and Security (Practical)
Fundamentals of Data Structure (Theory)	Open Source Web Development Using PHP (Theory)
Fundamentals of Data Structure (Practical)	Open Source Web Development Using PHP (Practical)
Operating System and Shell Programming (Theory)	specialization-I (Theory + Practical) (Select Any One)
Operating System and Shell Programming (Practical)	Introduction to AI(T)
University Electives -3 (Select any one)	Introduction to AI(P)
Cyber Security, Tools, Techniques and Counter Measures	Introduction to Big data Analytics(T)
Digital Design	Introduction to Big data Analytics(P)
Intellectual Property	Introduction to Blockchain Technology(T)
Robotics	Introduction to Blockchain Technology(P)
Yoga and Positive Psychology for Managing Career and Life	Introduction to Cloud Computing(T)
Skill Enhancement Course -3	Introduction to Cloud Computing(P)
Artificial Intelligence -AI	Introduction to Cyber Security and Forensic(T)
Value Added Course-3	Introduction to Cyber Security and Forensic(P)
(IPDC including History and Culture of India and IKS -2)	Introduction to Full stack web development(T)
Ability Enhancement Course -3 (MEL -1)(Select Any One)	Introduction to Full stack web development(P)
Advanced English - I	Introduction to Gaming Technology(T)
Basic German	Introduction to Gaming Technology(P)
Basic French	Introduction to Web Technologies(T)
	Introduction to Web Technologies(P)
	Minor -3/ Interdisciplinary Course (Select any one)
	Animation: Graphic Design
	Photography and Photo Editing : Aesthetics of Composition
	Videography & Video Editing : Basic Video Editing.
	Digital Marketing : Brand Management
	AI&ML : Introduction to Data Science using Python (Theory)
	AI&ML : Introduction to Data Science using Python (Theory)
	CSF: Foundations of Cybersecurity and Information Assurance (Practical)
	CSF: Foundations of Cybersecurity and Information Assurance (Theory)
	Skill Enhancement Course - 4 (Select Any One )
	Statistics
	Probability And Statistics (NPTEL)
	Value Added Course-4 (Select Any One)
	Positive Mental Health
	Physical Education: Yoga
	Physical Education: Sports
	Physical Education: NCC
	Ability Enhancement Course -4 / Modern European Language-2 (Select anyone)
	Advanced English – II
	Advanced German
	Advanced French

Semester 5	Semester 6
Major (Discipline Specific Course)	Major (Discipline Specific Course)
Introduction to ASP.NET using MVC (Theory)	Application Development using Android (Theory)
Introduction to ASP.NET using MVC (Practical)	Application Development using Android (Practical)
Mini Project- II (from Minor/Major Stream)	Data warehousing and Data Mining (Theory)
Specialization-II (Theory + Practical) (Select Any One)	Data warehousing and Data Mining (Practical)
Advanced AI(T)	Programming with Python (Theory)
Advanced AI(P)	Programming with Python (Practical)
Advanced Big data Analytics(T)	Minor -6/ Interdisciplinary Course (Select any one)
Advanced Big data Analytics(P)	Animation: Motion Graphics
Advanced Blockchain Technology(T)	Photography and Photo Editing : Documentary Photography
Advanced Blockchain Technology(P)	Videography & Video Editing: Documentary Film making
Advanced Cloud Computing(T)	Digital Marketing: Content Marketing and creation
Advanced Cloud Computing(P)	AI & ML: Introduction to Data Science and Analytics- (Theory)
Advanced Cyber Security and Forensic(T)	AI & ML: Introduction to Data Science and Analytics (Practical)
Advanced Cyber Security and Forensic(P)	CSF : Fundamentals of Cyber Forensics (Theory)
Advanced Full stack web development(T)	CSF : Fundamentals of Cyber Forensics (Practical)
Advanced Full stack web development(P)	Ability Enhancement Course - 5
Advanced Gaming Technology(T)	Professional Ethics and Communication
Advanced Gaming Technology(P)	Internship/Mini Project - 1 (in Major Specific Course)
Advanced Web Technologies(T)
Advanced Web Technologies(P)
Minor -4 / Interdisciplinary Course (Select any one)
Animation: 3D Visualization
Photography and Photo Editing: Experience the Metadata (Photo Editing)
Videography & Video Editing: Non -linear editing and Sound Design.
Digital Marketing: Social media promotion and marketing
AI: Computer Vision Using OpenCV (Theory)
AI: Computer Vision Using OpenCV (Practical)
CSF : Cyber Threat Intelligence and Analysis (Theory)
CSF : Cyber Threat Intelligence and Analysis (Practical)
Minor -5/ Interdisciplinary Course (Select any one)
Animation: 3D Animation
Photography and Photo Editing : Experiment on Expression.
Videography & Video Editing : Colour Grading and Mastering.
Digital Marketing: Email marketing and campaigns
AI&ML : Deep Learning & Neural Networks (Theory)
AI& ML : Deep Learning & Neural Networks (Practical)
CSF : Cyber security in Mobile, Cloud, and IoT (Theory)
CSF : Cyber security in Mobile, Cloud, and IoT (Practical)
Skill Enhancement Course - 5 (Select any One)
Digital Literacy
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