Computer Engineering (Big Data & Analytics)

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In simple terms, Big Data represents the information assets characterized by such a high volume, velocity, and variety to require specific technology and analytical methods for its transformation into value. Big Data consists of aspects such as

  • Machine Learning and AI
  • Digital Footprint
  • Statistics
  • Business Intelligence

Big Data techniques can be used to process a large set of data, data which is otherwise largely useless (unless it is interpreted and processes properly). The interpreted data can then be used for various purposes such as – strategic planning, R&D, education, governance, etc. Its applications are many. It covers (but is not limited to) the following domains –

  • Education
  • Business
  • Marketing and Sales
  • Military and Governance
  • Research and Development
  • Healthcare
  • Manufacturing
  • Media
  • Internet of Things
  • Media
  • IT and CS

Educational
Objective

More and more organizations these days use a Decision Support System (DSS) and build data-intensive products and services which requires expertise in data analytics.  Marwadi University is first in the region to offer UG specialization in Big Data Analytics domain. Big Data Analytics is a very recent trend in the field of Computer Engineering. By looking at the tremendous demand in this field, Marwadi University has taken a giant step by starting specialization in Big Data Analytics. Students having dominant skills in this domain are also in demand in all giant IT companies.

So, the main objectives of B. Tech with Big Data Analytics specialization is

  • Develop an in-depth understanding of the key technologies in data science and business analytics
  • Apply principles of Data Science to the analysis of business problems.
  • Use data analysis software to solve real-world problems.
  • Frame and use appropriate models of Big Data analysis to solve real-life problems related to society.

To fulfill these objectives MARWADI UNIVERSITY – the Best Computer Engineering College in Rajkot has well-equipped labs with state-of-the-art infrastructure, digital workstations with the latest configurations and required software. Structures lab, C Programming lab, internet Lab, Computer Networking Lab, Project Lab are some of the key places that impart practical knowledge and technical skill in the hands of the students. Computer Engineering department is having a highly qualified and experienced pool of faculties who are ready to support students in their development in all dimensions.

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Teaching Scheme

Semester I
Subject Code Subject Name Category Teaching Scheme (Hours) Credits Theory Marks Tutorial/ Practical Marks Total Marks
Theory Tutorial Practical ESE(E) IA CSE Viva (V) Term Work (TW)
01MA1101 Differential and Integral Calculus BS-UC 4 2 0 5 50 30 20 25 25 150
01ME0101 Elements of Mechanical Engineering ES-UC 3 0 2 4 50 30 20 25 25 150
01EC0101 Basics of Electronics Engineering ES-UC 3 0 2 4 50 30 20 25 25 150
01SL0102 / 01SL0103 Reading and Writing for Technology /Speaking and Presentation Skills GN-UE 2 0 0 2 0 30 20 25 25 100
01EE0101 Elements of Electrical Engineering ES-UC 3 0 2 4 50 30 20 25 25 150
01CR0102 Value Education GN-UC 2 0 0 2 0 0 0 50 50 100
01CE0102 Computer Workshop ES-UC 0 0 2 1 0 0 0 25 25 50
01PE0101 Physical Education/Sports/Yoga NCC 0 0 2 0 0 0 0 0 0 0
Total 29 17 2 10 22 200 150 100 200 200 850

*Computer Workshop is offered to Computer and IT Branch only

Semester II
Subject Code Subject Name Category Teaching Scheme (Hours) Credits Theory Marks Tutorial/ Practical Marks Total Marks
Theory Tutorial Practical ESE(E) IA CSE Viva (V) Term work (TW)
01MA1151 Matrix Algebra and Vector Calculus BS-UC 4 2 0 5 50 30 20 25 25 150
01CE0101 Computer Programming ES-UC 3 0 2 4 50 30 20 25 25 150
01ME0103 Engineering Drawings ES-UC 2 0 4 4 50 30 20 25 25 150
01GS0101/
01GS0102
Physics/Chemistry BS-UC 3 0 2 4 50 30 20 25 25 150
01EN0101 Basics of Environmental Studies ES-UC 2 0 0 2 50 30 20 0 0 100
01EC0102 Digital Electronics ES-UC 3 0 2 4 50 30 20 25 25 150
Total 29 17 2 10 23 300 180 120 125 125 850
Semester III
Subject Code Subject Name Category Teaching Scheme (Hours) Credits Theory Marks Tutorial/ Practical Marks Total Marks
Theory Tutorial Practical ESE(E) IA CSE Viva (V) Term Work (TW)
01MA0231 Discrete Mathematics and Graph Theory BS-UC 4 2 0 5 50 30 20 25 25 150
01CE0301 Data Structure PC 4 0 2 5 50 30 20 25 25 150
01CE0302 Database Management System PC 3 0 2 4 50 30 20 25 25 150
01IT0301 Data Communication and Networking PC 3 0 2 4 50 30 20 25 25 150
01CE0305 Programming with Python PC 3 0 2 4 50 30 20 25 25 150
01CR0301 Professional Ethics GN-UC 1 0 0 1 0 0 0 50 50 100
01CE0304 Design Thinking and Problem Solving Skills EE 0 0 2 1 0 0 0 25 25 50
Total 30 18 2 10 24 250 150 100 200 200 900
Semester IV
Subject Code Subject Name Category Teaching Scheme (Hours) Credits Theory Marks Tutorial/ Practical Marks Total Marks
Theory Tutorial Practical ESE(E) IA CSE Viva (V) Term work (TW)
01CE0401 Operating System PC 4 0 2 5 50 30 20 25 25 150
01CE0407 Big Data Essentials PC 3 0 2 4 50 30 20 25 25 150
01IT0401 Computer Network PC 4 0 2 5 50 30 20 25 25 150
01MA0281 Statistical and Numerical Methods IE 3 2 0 4 50 30 20 25 25 150
01CE0403 Object Oriented Programming with Java PC 4 0 2 5 50 30 20 25 25 150
01CE0405 Human Centric Design Approach EE 0 0 2 1 0 0 0 25 25 50
Total 30 18 2 10 24 250 150 100 150 150 800

EXPERT MATRIX

EXPERT MATRIX

  • We have 500+ faculty that includes 100+ PH. D faculty.
  • Courses taught by experts and designed specifically to improve English language skills, and subject knowledge, required for a successful entrepreneurial journey.
  • The Academic Team comprises of accomplished scientists, researchers, innovators, and entrepreneurs. Marwadi University hosts the highest number of Ph.D faculty in Gujarat.

RESEARCH CAPABILITY AND FOCUS AREA

RESEARCH CAPABILITY AND FOCUS AREA

  • MEFGI has diverse research group in the area of Big Data, Artificial Intelligence, CAD/CAM, Smart Foundry, Automotive Engineering, Power Quality, and Conditioning Monitoring, Air Pollution, Water Quality, and Structural Engineering.
  • The labs and facilities at the university ensure our students learn by ‘doing’ things rather than just watching and listening.
  • Ultramodern lab in association with Bosch Rexroth, Germany is developed to impart training to students as well as faculty members, along with a joint certificate of Bosch Rexroth and Marwadi University.

360 DEGREE EDUCATION MODEL

360 DEGREE EDUCATION MODEL

  • A structured 3 tier program to ensure that students acquire necessary soft skills and professional attributes that elevate their employability index.
  • Hands-on experience with campus placement drives which give students exposure and insights into the industry and breed confidence.
  • Rigorous training programs to upgrade and innovate the teaching methodologies to help faculty stay a step ahead in the dynamic field of education.

Student
Outcomes

Marwadi University – Best Engineering College in Rajkot is equipped with latest machines and software with the aim of achieving the following student outcomes

  • Students will be able to realize the insight and challenge of Big Data and why current technology is insufficient to analyze the Big Data.
  • Students will be able to apply non-relational databases, the techniques for storing and processing huge volumes of structured and unstructured data.
  • Students will be able to understand the advantages that Big Data can offer to businesses and organizations
  • Students will be able to use current practices, skills, tools, and technologies required for computing practice.
  • Students will be able to recognize the challenges in Big Data with respect to the IT Industry and do quality research in this field.

Eligibility Criteria

  • 12th in Science with minimum 45%
  • Appeared in GUJCET and registered under ACPC

Scope of
Employment

“Data is useless without the skill to analyze it.” There is a gigantic amount of data moving around. What we do with it is all that matters right now. Therefore, Big Data Analytics is in the frontiers of IT. Big Data Analytics has become significant as it aids in the refining business, decision makings and providing the biggest benefit over the competitors. So, it is a growing demand for Data Analytics Professionals.
After completing this course, a candidate will become adept at activities such as

  • Big Data Development
  • Operating Big Data Tools
  • Database
  • Data Analytics

After completing this course
you may find work at places such as

  • IT firms
  • Data Analytics firms
  • Marketing and Sales firms
  • R&D firms
  • Sports firms and more…

Computer
Labs

  • Oracle Lab
  • CISCO Lab
  • IBM Lab
  • Research & Development Lab
  • Basic Computing Lab
  • Advance
  • Computing Lab
  • Networking Lab
  • Data Processing Lab
  • Object-Oriented Programming Lab
  • High-Performance Computing Lab
  • Software Engineering Lab
  • Project Lab

Welcome to the
Department of Computer Engineering (Big Data & Analytics)

We all perceive that business analytics careers are booming across the fields of IT, financial services, healthcare, and biotech. As we step into the age where ‘INTERNET OF THINGS – IoT’ will continue to grow rapidly in the coming years and analytics tools and techniques for dealing with the massive amounts of structured and unstructured data generated by IoT will continue to gain importance

Analytics will play an important role in data security. Analytics are already transforming intrusion detection, differential privacy, digital watermarking and malware countermeasures. Companies will voice their need to routinely monetizing their own data for financial gain
We will be witnessing a growth of Cognitive Analytics and the relevance of ‘Open Source Solutions’ will regain momentum.

All these will naturally boost demand for Data Scientists- a hunt for people who can balance quantitative analysis skills with an ability to tell the story of their data in
compelling, visual ways. It would not be wrong to say that the demand in the Business Analytics market would grow at an impressive pace in the upcoming years.

You’ll work on real-world projects and learn the skills necessary to succeed in data visualization, statistical modeling, data mining, optimization, and simulation in order to proficiently analyze large datasets and generate actionable insights. As part of our continual focus on the real-world application of classroom learning, corporate partners visit the University for seminars giving you a hands-on experience.

Your success matters. We connect you to a broad range of resources, such as the Learning and Development Center which gives you a professional edge, offering you value-added workshops to bolster your experiential education and a Placement team supporting you in providing the right leads.

Enjoy the challenge to identify the right mix of technologies and then put the pieces together.

Discover a world of opportunities with Marwadi University!
-H.O.D Computer Engineering (Big Data & Analytics)

Placement
Stories

PLACEMENT IN SWIGGY AS OPERATIONAL MANAGER FOR ENTIRE WEST REGION.
Every year, we have around 150+ renowned companies visiting Marwadi University for campus recruitment. The education and training that we receive at Marwadi University give us an edge in the market. We are so well trained by our Learning and development department and Placement cell who work hand-in-hand, equipping us with all 21st-century skills. I was recruited in campus interview and currently, I am placed in Bangalore for my internship training. Thanks to Marwadi University, I have begun very well – and as they say, ‘Well begun is half done’, right?

DHRUMIL KOTAK – MBA, MARKETING – 2019

PLACEMENT IN ZOMATO AS REGIONAL MANAGER - 2019.
I joined Marwadi University in 2015. From that day my journey to grow and thrive began. My faculty has played a pivotal role in carving my destiny. Our ‘Learning and Development Department’ trained us with 21st-century soft skills – a must in today’s jobmarket. Thank you, Noor Ali Sir, you made our language classes stimulating. Through our Marwadi Placement Department I started my career as a subordinate in Zomato – but thanks to the skills I learned at Marwadi – within 21 days I was promoted to the post of a regional manager in ‘Zomato’. And my package is a whopping 6 lakh+.  Thank you, MU and the placement cell, – who helped me at every juncture.

RITUL SHARMA PASSED MECHANICAL ENGINEERING IN 2019

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Activites

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Achievements

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Associations

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