About BCA (Honors) 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 4 year honors specialization in Big Data Analytics which seeks to provide the students with the essential skillsets and competences which are required to navigate the scope of the field. The final year of the Honors degree provides students with additional project/coursework, research, or other academic activities for refining skill sets and competencies. 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.

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National Applicants

International Applicants

BCA (Honors) Big Data AnalyticsProgram Outcomes


Why Study BCA (Honors) Big Data Analytics

The world has been shaped by information and data which comes in endless streams and avenues, and the emergence of social and digital media has made data collection and analysis a fundamental process. The program provides to the students a specialized understanding of the contemporary trends in data which allows students to have a competitive advantage in the industry.
Data Analyst

Data Analyst

An ability to make use of analytical deductive skills to interpret and analyse data into useful information

Data Scientist

An ability to provide scientific solutions for the purpose of interpretation and analysis of data and information.

Data Scientist
Database Developer

Database Developer

An ability to develop effective database systems which are effectively capable of storing data in a systematic manner.

Big Data Engineer.

The ability to make use of engineering to develop big data units which serve the purpose of data storage

Big Data Engineer.
Database Administrator

Database Administrator

An ability to operate and administer various database systems and ensure the effective storage and organising of data

Duration: 4 years (Semester System)


affiliation

Affiliation

Constituent College of Parul University

eligibility

Eligibility Criteria

Candidate shall have passed 12th Examination in any stream (Science/ Commerce/Arts) with English and Maths or Statistics subject from a rocognized board.

admission_mode

Mode of Admission

For admissions please visit our portal to register/login yourself and proceed ahead with your admission application.

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BCA (Honors) Big Data Analytics feesFees


BCA (Honors) Big Data Analytics

₹ 80,000/- Annually*

* Tuition Fees may vary depending on the Country/ State in which the candidate has passed their qualifying examination.

BCA (Honors) Big Data Analytics CurriculumCurriculum

Semester 1

Semester 2

Major (Discipline Specific Course)

Major (Discipline Specific Course)

Fundamentals of Programming using C (Theory)

Database Management Systems (Theory)

Fundamentals of Programming using C (Practical)

Database Management Systems (Practical)

Fundamentals of Web Development (Theory)

System Analysis and Design (Theory)

Fundamentals of Web Development (Practical)

System Analysis and Design (Practical)

Minor -1 / Interdisciplinary Course (Select any one)

Minor -2 / Interdisciplinary Course (Select any one)

Animation: Character Design

AI and ML: Artificial Intelligence and Machine Learning-II (Theory)

Photography and Photo editing: Digital Camera Mechanism.

AI and ML: Artificial Intelligence and Machine Learning-II (Practical)

Videography and Video editing: Fundamentals of Digital Videography.

Cyber Security and Forensic: Advanced Cyber Security and Forensic

AI and ML: Artificial Intelligence and Machine Learning - I (Theory)

Videography and Video editing: Lighting and Camera Movement

AI and ML: Artificial Intelligence and Machine Learning-I (Practical)

Animation: Story Telling & Story Boarding

Cyber Security and Forensic: Basics of Cyber Security and Forensic (Theory)

Photography and Photo editing: Character of Lens

Digital Marketing: Marketing Management

Digital Marketing: Fundamentals of Digital Marketing

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

Digital Marketing: Fundamentals of Digital Marketing

Cyber Forensic & Investigation

Skill Enhancement Course -2 (Select any one)

I.T. Governance

Data Visualization for Business Intelligence

Skill Enhancement Course -1

Data Visualization for Business Intelligence

Mathematical Aptitude

Value Added Course - 2

Climate Change & Sustainable Environment

IPDC including History and Culture of India and IKS - I

Ability Enhancement Course -1 /Modern Indian Language-1 (Select any one)

Ability Enhancement Course -2 /Modern Indian Language -2 (Select any one)

Basic English-I

Basic English-II

Basic Hindi-1

Basic Hindi-II

Basic Gujarati-1

Basic Gujarati-II

Semester 3

Semester 4

Major (Discipline Specific Course)

Major (Discipline Specific Course)

Object Oriented Development with JAVA (Theory)

Data Communication and Networking (Theory)

Object Oriented Development with JAVA (Practical)

Data Communication and Networking (Practical)

Data Structure (Theory)

Open Source Technology Using PHP (Theory)

Data Structure (Practical)

Open Source Technology Using PHP (Practical)

Operating System with Linux & Shell Programming (Theory)

Major Specialization - I (Theory + Practical) (Select any one)

Operating System with Linux & Shell Programming (Practical)

AI-I (T)

University Electives -3 (Select any one)

AI-I (P)

Cyber Security, Tools, Techniques and Counter Measures

Big data Analytics-I (T)

Digital Design

Big data Analytics-I (P)

Intellectual Property

Blockchain Technology -I (T)

Robotics

Blockchain Technology-I (P)

Yoga and Positive Psychology for Managing Career and Life

Cloud Computing -I (T)

Skill Enhancement Course -3

Cloud Computing-I (P)

Artificial Intelligence -AI

Cyber Security and Forensic -I (T)

Value Added Course-3

Cyber Security and Forensic -I (P)

IPDC including History and Culture of India and IKS -2

Full stack web development -I (T)

Ability Enhancement Course -3/ Modern European Language-1 (Select any one)

Full stack web development -I (P)

Advanced English - I

Gaming Technology -I (T)

Basic German

Gaming Technology -I (P)

Basic French

Web Technologies -I (T)

 

Web Technologies -I (P)

 

Minor -3/ Interdisciplinary Course (Select any one)

 

AI and ML : Introduction to Data Science Using Pyhton (Theory)

 

AI and ML : Introduction to Data Science Using Pyhton (Practical)

 

Cyber Security and Forensic: Foundations of Cybersecurity and Information Assurance (Theory)

 

Cyber Security and Forensic: Foundations of Cybersecurity and Information Assurance (Practical)

 

Animation: Graphic Design

 

Photography and Photo Editing : Aesthetics of Composition

 

Videography & Video Editing : Basic Video Editing.

 

Digital Marketing : Brand Management

 

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)

Front End Development with .NET (Theory)

Mobile Application Development (Theory)

Front End Development with .NET (Practical)

Mobile Application Development (Practical)

Mini Project- II (from Minor/Major Stream)

Software Engineering (Theory)

Specialization - II (Theory + Practical) (Select any one)

Software Engineering (Practical)

AI-II (T)

Data Processing with Python (Theory)

AI-II (P)

Data Processing with Python (Practical)

Big data Analytics-II (T)

Minor -6/ Interdisciplinary Course (Select any one)

Big data Analytics-II (P)

AI and ML: Introduction to Data Science and Analytics (Theory)

Blockchain Technology -II (T)

AI and ML: Introduction to Data Science and Analytics (Practical)

Blockchain Technology -II (P)

Cyber Security and Forensic: Fundamentals of Cyber Forensics (Theory)

Cloud Computing -II (T)

Cyber Security and Forensic: Fundamentals of Cyber Forensics (Practical)

Cloud Computing -II (P)

Animation: Motion Graphics

Cyber Security and Forensic -II (T)

AI & ML: Introduction to Data Science and Analytics (Practical)

Cyber Security and Forensic -II (P)

Photography and Photo editing: Photography and Photo editing:

Full stack web development -II (T)

Videography and Video editing: Documentary Film making

Full stack web development -II (P)

Digital Marketing: Content Marketing and creation

Gaming Technology -II (T)

Ability Enhancement Course -5

Gaming Technology -II (P)

Professional Ethics and Communication

Web Technologies -II (T)

Internship/Mini Project-1 (in Major Specific Course)

Web Technologies -II (P)

 

Minor -4 / Interdisciplinary Course (Select any one)

 

AI and ML: Computer Vision Using OPENCV (Theory)

 

AI and ML: Computer Vision Using OPENCV (Practical)

 

Cyber Security and Forensic: Cyber Threat Intelligence and Analysis (Theory)

 

Cyber Security and Forensic: Cyber Threat Intelligence and Analysis (Practical)

 

Animation: 3D Visualization

 

Photography and Photo editing: Experience the Metadata (Photo Editing)

 

Videography and Video editing : Non -linear editing and Sound Design.

 

Digital Marketing: Social media promotion and marketing

 

Minor -5/ Interdisciplinary Course (Select any one)

 

AI and ML: Deep Learning and Neural Network (Theory)

 

AI and ML: Deep Learning and Neural Network (Practical)

 

Cyber Security and Forensic: Cyber Security in Mobile, Cloud, and IoT (Theory)

 

Cyber Security and Forensic: Cyber Security: Mobile, Cloud, and IoT (Practical)

 

Animation: 3D Animation

 

Photography and Photo editing: Experiment on expression

 

Videography and Video editing: Colour Grading and Mastering

 

Digital Marketing: Email Marketing and Campaigns

 

Skill Enhancement Course - 5 (Select any One)

 

Digital Literacy

 

Finance for everyone

 

Semester 7

Semester 8

Major (Discipline Specific Course)

Content Management System (Theory)

Internet of Things (Theory)

Content Management System (Practical)

Internet of Things (Practical)

Machine Learning (Theory)

Software Testing using Selenium (Theory)

Machine Learning (Practical)

Software Testing using Selenium (Practical)

Cross-Platform Development (Theory)

Elective I (Theory + Practical) (Select Any One)

Cross-Platform Development (Practical)

Computer Vision(T)

Minor -8 / Interdisciplinary Course (Select
any one)

Computer Vision(P)

AI and ML: Natural Language Processing (Theory)

Soft Computing(T)

AI and ML: Natural Language Processing (Practical)

Soft Computing(P)

Cyber Security and Forensic: Advanced Cyber Forensics Investigations (Theory)

Software Project Management(T)

Cyber Security and Forensic: Advanced Cyber Forensics Investigations (Practical)

Software Project Management(P)

Animation: Editing & Sound Design

Open Source Software and Tools(T)

Photography and Photo editing: Photographers Study

Open Source Software and Tools(P)

Videography and Video editing : Cinematographers Study

Minor -7 / Interdisciplinary Course (Select any one)

Digital Marketing: Influencer marketing and collaborations

AI and ML: Advanced Image Processing using Python (T)

On Job Training (OJT) - in Major Specific (for Honours Degree)

AI and ML: Advanced Image Processing using Python (P)

OR

Cyber Security and Forensic: Advanced Cyber Investigations and Social Engineering (Theory)

1 subject of Major/Minor discipline relevant of 4 credits (for Honours Degree)

Cyber Security and Forensic: Advanced Cyber Investigations and Social Engineering (Practical)

1 subject of Major/Minor discipline relevant SEC course of 2 credits (for Honours Degree)

Animation: VFX Production

OR

Photography and Photo editing: Business and Marketing for Photographers

Research Project in Major Specific course (For Honours with Research degree)

Videography and Video editing : Fiction Film making

 

Digital Marketing: Social media analytics

 

On Job Training (OJT) - in Major Specific (for Honours Degree)

 

OR

 

1 subject of Major/Minor discipline relevant of 4 credits (for Honours Degree)

 

1 subject of Major/Minor discipline relevant SEC course of 2 credits (for Honours Degree)

 

OR

 

Research Project in Major Specific course (For Honours with Research degree)

 

BCA (Honors) Big Data Analytics Curriculum Laboratories


award-modi

Computer Labs

The faculty is equipped with a total of 15 computer laboratories which are strategically designed to provide students with the most vital practical training exposure.

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Nvidia GPU Centre

An Nvidia research center offers essential support to research projects of global significance and explores challenging subjects in the areas of visual,

award-modi

RedHat

The Red-hot training centre provides students with the vital hands on training exposure in instruction across platform, middleware and

https://paruluniversity.ac.in/Open Source Technology Lab

Open Source Technology Lab

https://paruluniversity.ac.in/Database Lab

Database Lab

https://paruluniversity.ac.in/System Software Lab

System Software Lab

https://paruluniversity.ac.in/UNIX Lab

UNIX Lab

https://paruluniversity.ac.in/Network Lab

Network Lab

https://paruluniversity.ac.in/Programming Lab

Programming Lab

https://paruluniversity.ac.in/Application Lab

Application Lab

https://paruluniversity.ac.in/Research and Development  Lab

Research and Development Lab

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