Posted by Admin on 24-03-2023 in Shiksha hub
Posted by Admin on 24-03-2023 in Shiksha hub
BSc Data Science is a 3 year full-time course that comes under the domains of Computer Science, Business Analytics and Artificial Intelligence. Data Science is an interdisciplinary subject that includes the use of Statistics, Big Data Analytics, Machine Learning and related aspects in order to understand the problem or phenomena with respect to a set of real-world data.
Sri Sri University has started accepting BSc Data Science online applications. Data Science Courses are highly popular among students in India and abroad because of their increasingly high demand and diverse future scope in tech companies, consultancies, market research companies and energy sector. See Also: BSc Data Science Syllabus
Admission to this course usually takes place on the basis of merit and performance in the university level Common Entrance Tests. The minimum eligibility required is the completion of Class 12 with Science stream (Physics, Chemistry, Mathematics). Currently, most of the private universities are offering this course, whose course curriculum is approved by UGC. Major BSc Data Science subjects include Machine Learning, Cloud Computing, Data Visualizations, Python Programming, Operating Systems and others.
Data Science is an interrelated field which includes subjects from Computer Science, Mathematics, Artificial Intelligence and Analytics field.
The syllabus for this specialized course is almost the same in all the universities with slight variation in electives, approved by the UGC. Below we have mentioned the major BSc Data Science subjects included in its course curriculum, along with a separate list of elective courses.
Have a look:
Semester I | Semester II |
---|---|
Linear Algebra | Probability and Inferential Statistics |
Basic Statistics | Discrete Mathematics |
Programming in C | Data Structures and Program Design in C |
Communication Skill in English | Computer Organization and Architecture |
Programming in C Lab | Data Warehousing and Multidimensional Modelling |
Microsoft Excel Lab | Data Structure Lab |
Programming in R Lab | |
Semester III | Semester IV |
Object-Oriented Programming in Java | Machine Learning I |
Database Management Systems | Cloud Computing |
Operating Systems | Data Warehousing and Multidimensional Modelling |
Design and Analysis of Algorithms | Operations Research and Optimization Techniques |
Database Management Systems Lab | Time Series Analysis |
Object-Oriented Programming in Java Lab | Machine Learning I Lab |
Data Warehousing and Multidimensional Modelling Lab | |
Semester V | Semester VI |
Machine Learning II | Elective I |
Introduction to Artificial Intelligence | Elective II |
Big Data Analytics | Grand Viva |
Data Visualizations | Major Project |
Programming in Python Lab | |
Big Data Lab | |
Minor Project |
Data Science undergraduate course is offered in the form of BCA Data Science, BSc Data Science and BTech Data Science.
Below table shows, major differences between them:
Parameters | BCA Data Science | BSc Data Science | B.Tech Data Science |
---|---|---|---|
Qualification | Bachelor of Computer Applications in Data Science | Bachelor of Science in Data Science | Bachelor of Technology in Data Science |
Duration | 3 years | 3 years | 4 years |
Eligibility | Completed Class 12 in any stream, but most of the colleges prefer students from Computer Science background | Completed Class 12 with Physics, Chemistry and Mathematics | Completed Class 12 with Physics, Chemistry and Mathematics |
Course Overview | This course includes all the aspects of computer applications like software programming, language studies, along with the study and application of data science subjects. | This course is an interdisciplinary course which takes you through subjects of software engineering, machine learning, big data analytics and artificial intelligence. | This is an engineering course that focusses more on the application and technical aspect of software engineering and data science. |
Course Objectives | The main objective of this course is to enable students to be an expert in fundamental computer application subjects including both software and hardware studies, along with core data science subjects such as Machine Learning, Applied Statistics, Programming, etc. | The main objective of this course is to provide both theoretical and practical knowledge in the field and subfields of data science. The curriculum is based on the basic computer science studies incorporated with advance data science fields and its applications. | The main objective of this course is to provide knowledge in three major areas such as mathematical expertise, technology, hacking skills and business strategy by the use of large data sets. |
Data Science is a promising subject in the field of Computer and Information Science. Many foreign companies and national companies are investing in millions in the IT sector in India.
After US, India is expected to be a specialized market for Data Scientists across the globe. This course is not only valuable in India but across the globe. The National Average Salary for Data Scientist is around INR 11,48,252 and International Average Salary is around USD 113,436 according to Glassdoor, which means you can easily satisfy your need for career growth and stability.
Apart from diverse career options which we have already discussed above, here we shall discuss what can you do after completing your BSc Data Science course.
You can go for higher studies in this advanced field to gain expertise and knowledge in various data science field. You can become study a specialization also like data analytics or business analytics as per your career need. You can pursue Master of Science in these specializations:
MSc Data Analytics | MSc Software Engineering | MSc Computer Science |
MSc Statistics | MSc Cyber Security | Master of Computer Applications |
If you are interested in pursuing a managerial role in this domain then you can pursue Master of Business Administration (MBA) as well in specializations such as:
MBA Business Analytics | MBA E-Business |
MBA Data Analytics | MBA IT |
US is considered the IT hub of the world, and the scope of Data Science is enormous and growing rapidly. There is a huge need for skillful data scientists across the world. Therefore, after gaining ample experience in various project work, you can be considered for diverse international projects in marketing, healthcare, banking and other areas.
You can be hired for different roles like Team Lead, Project Lead or on a manager position. Major international companies like Amazon, Cognizant, Deloitte, Publicis Sapient, E&Y, among others send skillful professionals to US, Canada, Germany and other countries. After gaining experience in handling projects at a large scale, you can have the opportunity to grow your career in these technologically advanced countries.
Ques. What is BSc Data Science?
Ans. BSc Data Science is a three-year undergraduate course, suitable for those who want to study Big Data Analytics. This interdisciplinary course is suitable for students who wish to make a career as a Data Scientist. Basic eligibility is the completion of Class XII from a recognized board, and admission takes place usually on the basis of merit. Some universities take the Common Entrance Test as well, followed by Group Discussion and/or a Personal Interview.
Check BSc Data Science Admission Process for full details.
Ques. What is the duration of BSc Data Science course?
Ans. This advanced undergraduate course is of 3 years.
Ques. What are some BSc Data Science colleges in India?
Ans. BSc Data Science is offered by colleges such as :
Check BSc Data Science Colleges in India for a full list.
Ques. What are the common BSc Data Science subjects?
Ans. Data Science is an interdisciplinary field that includes the study of subjects such as Machine Learning, Computer Science, Mathematics and Artificial Intelligence.
Major BSc Data Science subjects include:
Ques. What are some BSc Data Science Colleges in Bangalore?
Ans. Jain University and International School of Engineering offer BSc Data Science course in Bangalore, Karnataka.
Check BSc Data Science Colleges to know about the colleges all over India.
Ques. What are the major data science career path in India?
Ans. Data Science opens a great scope in various aspects of data analytics, genome analysis and business analysis. Most of the people think that you can only become a Data Scientist after this course, but you can also become a: