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B.Tech CSE Data Science

ITM Vocational University

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Eligiblity

Pass in 10+2 or equivalent examination with Physics, Mathematics, and English as compulsory subjects along with Computer or Chemistry or Biotechnology or Biology or any technical vocational subjects as optional with a minimum of 60% marks (55% in case of SC / ST) taken together in Physics, Mathematics and any one of the optional subjects.

The evolution of technology and rapid digitalisation have led to a massive change in how companies are handling data and carrying out day-to-day business operations. The globalised market environment has led organisations to look for highly skilled data science professionals who can play a critical role in using data optimally and help to influence business decisions. The growing need of such new-age courses has encouraged ITM Vocational University to start B.Tech CSE Data Science Program that has been carefully devised by industry veterans keeping in mind the requirements in the job market.

The B.Tech course with a specialization in Data Science is specifically designed to prepare students with strong theoretical foundations and practical skills on Data Science and Big Data Analytics.

Students after completing this program will be able to:

  • Apply a set of data science principles, tools and techniques to model various real world business problems, analyse them, and suggest a suitable solution by communicating relevant findings and effectively presenting results using appropriate data visualization techniques
  • Understand the recent development and application of big data analytics in social and web media firms for the prediction and recommendations
  • Recognize various issues in everyday business, apply data science to understand and make well-reasoned data-driven management decisions to help organizations to get an edge over competition in the retail market analytics for up and cross selling of products to increase the income and profit
  • Provide insight into leading analytic practices, design and lead iterative learning and development cycles, and ultimately produce new and creative analytic solutions that will become part of any business core deliverables
  • Advocate, evangelize and build data-fuelled products that help business firms to improve their fruitful outcomes

Course Duration: 4 years | 8 semesters (full-time)

Study Campus – ITM Vocational University | Plot No. 6512, Aja Nimeta Road, Raval Village, Taluka Waghodiya, Vadodara, Gujarat 391760

Medium of Instruction – English

ITM Vocational University, Gujarat is a part of the ITM Group of Institutions, Mumbai. The university has been approved in March 2014 by the Government of Gujarat and is considered to be India’s first ever truly vocational university. It was founded with the objective to equip students with knowledge and skills for employment and entrepreneurship. There are various integrated Programs provided in Cloud Technology and Data Science.

Pass in 10+2 or equivalent examination with Physics, Mathematics, and English as compulsory subjects along with Computer Science or Chemistry or Biotechnology or Biology or any technical vocational subjects as optional with a minimum of 60% marks (55% in case of SC / ST) taken together in Physics, Mathematics and any one of the optional subjects.

Curriculum*

Semester 1
  • Applied Mathematics – I
  • Applied Science – I
  • Basic Civil Engineering
  • Basic Mechanical Engineering
  • Basic Electrical & Electronics Engineering
  • Communication Skills
  • Basic Workshop Practice – I
Semester 2
  • Applied Mathematics – II
  • Applied Science – II
  • Engineering Mechanics
  • Engineering Drawing
  • Computer Programming
  • Environmental Studies
  • Basic Workshop Practice – II
Semester 3
  • Applied Mathematics – III
  • Statistics and Probability – I
  • Object Oriented Programming Using Java
  • Computer Architecture & Organization
  • Data Structures and Algorithms
  • Database Management Systems
  • Project – I
Semester 4
  • Statistics and Probability – II
  • Introduction to Data Science
  • Machine Learning
  • R Programming Language
  • Machine Learning Lab
  • Project – II
Semester 5
  • Inferential Statistics
  • Advanced Machine Learning
  • Big Data Analytics
  • Operations Research
  • Python for Data Science
  • Project – III
Semester 6
  • Advanced Big Data Analytics
  • Dimension Reduction and Model Validation Techniques
  • Exploratory Data Analysis and Data Visualization
  • NoSQL databases
  • Elective – I (Any One)
    • Sampling Methods
    • Multivariate Statistical Analysis
    • Time Series Analysis
  • Project – IV
Semester 7
  • Design and Analysis of Experiments
  • Real Time Data Processing
  • Probabilistic Graphical Model
  • Big Data Analytics on Cloud
  • Elective – II (Any One)
    • Recommender System
    • Artificial Neural Networks
    • Natural Language Processing
  • Project – V
Semester 8
  • Main Project / Internship

*Subject to change

Multiple Job Opportunities

B.Tech in CSE Data Science paves way for the following job opportunities:

  • Data Engineer
  • Citizen Data Scientist
  • Enterprise Data Analyst
  • Machine Learning Engineer
  • Data Management Lead
  • Data Scientist
  • Enterprise Senior Data Analyst
  • Senior Engineer – Machine Learning
  • Data Architect
  • Lead Data Scientist
  • Enterprise Data Manager
  • Technical Lead / Technical
  • Manager / Project Manager
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