Data Science
Degrees offered: B.A., B.A.(Hons), B.B.A, B.C.A., B.E /B.Tech, B.Sc M.Sc, B.Sc.
What is Data Science
Data Science is an interdisciplinary field that combines numerous subjects such as mathematics, calculus, graph theory, algorithms, and computer programming. It is a branch of science that also requires knowledge of business or commerce-related areas. Professionals can use data science to extract critical insights and solutions from large amounts of raw data.
Although data science is a subset of science, students with a scientific background have significant advantages and prospects in this sector. Big enterprises worldwide need individuals with a deep understanding of this field to deliver important insights, decisions, or solutions based on their firms' vast data.
Highlights- Data Science
Particulars | Values |
---|---|
Branch Name | Data Science |
Top Courses | UG: B.Sc in Data Science PG: M.Sc in Data Science |
Duration | UG: Three years PG: Two years |
Admission Process | UG: Entrance Exam PG: Entrance Exam |
Entrance Examination | JEE Mains and GATE |
Eligibility | UG: 10+2 Examinations and Entrance Exam PG: Bachelor Degree with 50 per cent |
Fee Structure | UG: Rs. 1,00,000 PG: Rs. 2,00,000 |
Career options | Data Science Manager, Data Science Consultant, Data Architect, and Data Scientist |
Salary Structure | Rs. 12 LPA |
Top Recruiters | Amazon, Deloitte, Flipkart, Accenture, IBM, Apple, Cisco and Google |
Specialisation or Similar Ones
Data Science is a broad field in the domain of Science, data science consists of various topics such as Data Mining, Data Visualisation, Programming and Software Engineering, and Machine Learning Algorithms. Some of the degrees similar or related to Data Science are mentioned below:
B.Tech Computer Science and Engineering Data Science | BE Data Science Engineering |
B.Tech and M.Tech Data Science Integrated | BE Artificial Intelligence and Data Science |
Top Data Science Colleges in India
Numerous colleges in India offer undergraduate and postgraduate degree programmes in Data Science. The table below lists some of the top universities and institutes offering Data Science courses in India.
Colleges | Fees |
---|---|
Rs. 5.02 Lakhs | |
Rs. 3.60 Lakhs | |
Rs. 3.57 Lakhs | |
Rs. 2.45 Lakhs | |
Rs. 4.18 Lakhs | |
Rs. 2.15 Lakhs | |
Rs. 19,070 | |
Rs. 5.87 Lakhs | |
Rs. 3.05 Lakhs | |
Rs. 1.44 Lakhs |
Top Private Data Science Colleges in India
There are many good data science private colleges in India, candidates are advised to check the eligibility criteria of the desired institute. Private institutes are known to provide good education along with state-of-the-art infrastructure facilities.
Colleges | Fees |
---|---|
ABESIT Ghaziabad | Rs. 5.02 Lakhs |
AIKTC Navi Mumbai | Rs. 3.60 Lakhs |
AIMT Lucknow | Rs. 3.57 Lakhs |
AITAM Tekkali | Rs. 2.45 Lakhs |
AITM Kanpur | Rs. 4.18 Lakhs |
Top Government Data Science Colleges in India
Many government institutes also provide Data Science courses in India. Government institutes are relatively cheaper than private institutes and provide quality education. In the table below, the students will find the top government colleges offering Data Science courses in India.
Colleges | Fees |
---|---|
Annamalai University | Rs. 2.15 Lakhs |
Bharathidasan University | Rs. 19,070 |
COEP Pune | Rs. 5.87 Lakhs |
CSVTU Bhilai | Rs. 3.05 Lakhs |
DIAT Pune | Rs. 1.44 Lakhs |
Eligibility Criteria (UG & PG) of Data Science
Data Science courses are available at both undergraduate and postgraduate level. The candidates should check the eligibility criteria before applying for the admissions. Students applying for a Data Science course should have an interest in Computers, Statistics, and Mathematics. Mentioned below is the eligibility criteria at undergraduate and postgraduate level.
Eligibility Criteria for UG Courses
Students wanting to apply for undergraduate admissions to a Data Science course should check the eligibility criteria of the desired institute before applying for the same. Generally for a n undergraduate course, the candidates need to complete their 10+2 with a valid aggregate score. They must also appear for the entrance examinations specified by the desired institute.
- Students need to have completed their higher secondary education from a recognised board.
- Students must meet the eligibility criteria for pursuing data science courses from top universities.
- Candidates need to be from the science stream with subjects such as physics, mathematics, and chemistry, as their core subjects.
- Candidates are required to clear relevant entrance exams specified by the chosen institute.
- Aspirants must be above 17 years of age for pursuing Data Science courses.
Top Entrance Exams for UG Courses
CUET UG: Common University Entrance Test UG or CUET UG is a national-level entrance examination conducted by National Testing Agency ( NTA), for admission to various undergraduate degree programmes. The scores of CUET UG are also accepted by many colleges and universities in India.
JEE Main: JEE Main is one of the most popular entrance exams conducted for admission to computer science courses. This is a computer-based online test conducted at a national level in almost 360 different cities and five different countries other than India. Candidates can find the details related to JEE Main in the table below:
JEE Advanced: JEE Advanced is yet another entrance exam conducted by NTA for admission in different computer science and engineering courses and other relevant courses. This exam is conducted for candidates who want to pursue engineering courses at top universities in India such as IITs and NITs. Candidates can find the relevant information for JEE Advanced below:
Eligibility Criteria For PG Courses
The eligibility criteria of the course can be checked on the official website of the institute or on the programme brochure. Generally, for a postgraduate course in Data Science, the candidate needs to have a Bachelor’s degree in Statistics or Mathematics or a related discipline. They must also appear for the required entrance exams specified by the institute.
- The students must have completed their post-graduation in science with relevant specialisations such as B.Sc. Statistics, B.Sc. Mathematics, B.Sc. Computer Science, or any other equivalent degree from a recognised board or university.
- Candidates must fulfil the data science course eligibility for pursuing postgraduate courses in data science.
- Students should score qualifying marks in the relevant entrance exam and should have scored 50 per cent marks in the qualifying examination.
- Students with prior qualifications, specialisation, or experience in Mathematics / Statistics are generally preferred.
- Students also need to qualify and perform well in the personal interview rounds that may take place depending upon different colleges and universities.
Top Entrance Exams for PG Courses
GATE: GATE stands for Graduate Aptitude Test in Engineering and it is a postgraduate entrance examination in the field of Engineering, conducted by one of the IITs to provide admission to different IITs, NITs, and GFTIs. Students can find the relevant information for GATE Examination in the table below:
CUET PG: Common University Entrance Test PG or CUET PG is a national-level entrance examination conducted by National Testing Agency (NTA) for the postgraduate courses in the field of Arts. It is an online exam of 2 hours duration.
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Scope of Data Science in India and Abroad
Subjects such as Analytics and Data Science have emerged as the biggest needs of companies worldwide. Every business activity should be analysed by data science professionals to extract valuable information. Companies from sectors such as Finance, Marketing, Banking, and IT require professionals to manage, analyse, and provide valuable solutions.
The demand for Data Scientist is high and is expected to grow as businesses and organisations continue to collect and analyse big data to gain insights and make informed decisions. According to IBM, the increasing demand has led to data science being declared as one of the trendiest jobs of the 21st century.
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Course Fees Data Science
Minimum Fees | Maximum Fees | |||
---|---|---|---|---|
Private | Government | Private | Government | |
UG | ||||
PG | ||||
DOCTORAL | ||||
DIPLOMA |
Course Subjects
Data Science courses are available at both undergraduate and postgraduate level. The candidates should check the eligibility criteria before applying for the admissions. Students applying for a Data Science course should have an interest in Computers, Statistics, and Mathematics. Mentioned below is the eligibility criteria at undergraduate and postgraduate level.
Eligibility Criteria for UG Courses
Students wanting to apply for undergraduate admissions to a Data Science course should check the eligibility criteria of the desired institute before applying for the same. Generally for a n undergraduate course, the candidates need to complete their 10+2 with a valid aggregate score. They must also appear for the entrance examinations specified by the desired institute.
- Students need to have completed their higher secondary education from a recognised board.
- Students must meet the eligibility criteria for pursuing data science courses from top universities.
- Candidates need to be from the science stream with subjects such as physics, mathematics, and chemistry, as their core subjects.
- Candidates are required to clear relevant entrance exams specified by the chosen institute.
- Aspirants must be above 17 years of age for pursuing Data Science courses.
Top Entrance Exams for UG Courses
CUET UG: Common University Entrance Test UG or CUET UG is a national-level entrance examination conducted by National Testing Agency ( NTA), for admission to various undergraduate degree programmes. The scores of CUET UG are also accepted by many colleges and universities in India.
JEE Main: JEE Main is one of the most popular entrance exams conducted for admission to computer science courses. This is a computer based online test conducted at a national level in almost 360 different cities and five different countries other than India. Candidates can find the details related to JEE Main in the table below:
JEE Advanced: JEE Advanced is yet another entrance exam conducted by NTA for admission in different computer science and engineering courses and other relevant courses. This exam is conducted for candidates who want to pursue engineering courses at top universities in India such as IITs and NITs. Candidates can find the relevant information for JEE Advanced below:
Eligibility Criteria For PG Courses
The eligibility criteria for the course can be checked on the official website of the institute or the programme brochure. Generally, for a postgraduate course in Data Science, the candidate needs to have a Bachelor’s degree in Statistics or Mathematics or a related discipline. They must also appear for the required entrance exams specified by the institute.
- The students must have completed their post-graduation in science with relevant specialisations such as B.Sc. Statistics, B.Sc. Mathematics, B.Sc. Computer Science, or any other equivalent degree from a recognised board or university.
- Candidates must fulfil the data science course eligibility for pursuing postgraduate courses in data science.
- Students should score qualifying marks in the relevant entrance exam and should have scored 50 per cent marks in the qualifying examination.
- Students with prior qualifications, specialisation, or experience in Mathematics / Statistics are generally preferred.
- Students also need to qualify and perform well in the personal interview rounds that may take place depending upon different colleges and universities.
Top Entrance Exams for PG Courses
GATE: GATE stands for Graduate Aptitude Test in Engineering and it is a postgraduate entrance examination in the field of Engineering, conducted by one of the IITs to provide admission to different IITs, NITs, and GFTIs. Students can find the relevant information for GATE Examination in the table below:
CUET PG: Common University Entrance Test PG or CUET PG is a national-level entrance examination conducted by National Testing Agency (NTA) for postgraduate courses in the field of Arts. It is an online exam of 2 hours duration.
Careers in Data Science
After completion of these courses, students can work in various sectors such as Research Laboratories, Colleges, Universities, Government Offices, Multinational Companies, Market research companies, Tech Companies, Consultancies, and Energy sectors.
Job Profile | Description |
Data Scientists are professionals whose role is to perform research activities and provide suggestions for improvement in various parts of a business organisation. They use Python, R, SAS or SQL. | |
Data Engineer | Data Engineers are professionals who are in charge of planning, constructing, and maintaining the infrastructure that allows for data storage, processing, and retrieval. They deal with big data sets to build data pipelines that transport data from source systems to data warehouses, data lakes, and other data storage and processing systems. |
Data Analysts are professionals whose work includes collecting and analysing data to identify trends, insights, and solutions. They require knowledge in various fields such as Maths, Economics, Statistics, and Computer science. | |
Business Analysts are professionals who analyse a company’s existing products, services, and systems, providing a comprehensive overview or its business operations to the management. They identify issues in virtually any part of the organisation, including IT processes, organisation structures or staff development. |
Upcoming trends
There is a huge demand for data science professionals all over the world, and job opportunities in this domain are expected to rise 35 – 40 per cent in the coming years. Along with the opportunities, various trends and topics are also expected to evolve in the upcoming years in the field of Data Science.
In the coming years, data science will be focusing on new areas and topics. Below are some of the upcoming trends and topics in Data Science Automated Data Science, Data Privacy and Security, Super-sized Data Science in the Cloud, and Natural Language Processing.
Job Profiles and Top Recruiters
There are many areas where Data Science graduates can work such as Finance, Marketing, Banking, IT, Healthcare, and E-Commerce. Mentioned below are some of the top recruiters in the field of Data Science:
Top Recruiters:
- Amazon
- Deloitte
- Flipkart
- Cognizant
- Walmart
- Wipro
Average Salary
The average salary after a Data Science course depends on many factors such as the job profile, experience and skills of the candidate, and location of the company. Below is a table showing the average salary per annum offered in different job roles in the field of data science:
Job Profile | Average Salary |
---|---|
Data Scientist | Rs. 7 LPA |
Data Engineer | Rs. 5 LPA |
Data Analyst | Rs. 3 LPA |
Business Analyst | Rs. 5 LPA |
Required Skillset for Data Science
There are certain skills that the students must possess to do well in their Data Science careers. Such as problem-solving skills, interpersonal skills, and programming skills. Mentioned below are some of the most important skills:
- Aptitude for Statistics and Mathematics
- Discipline
- Good Communication Skills
- Problem-Solving Skills
Course Curriculum for Data Science
In data science, students are equipped with the necessary knowledge to handle various types of data and statistical figures. The curriculum is designed to provide in-depth knowledge about various techniques, skills, methods, and tools required for data management in companies.
Data science subjects are tailored to offer specialised knowledge and training in statistics, programming, algorithms, and other analytical topics. Students are trained in the skills needed to extract essential solutions and assist in making significant decisions.
Popular Data Science Entrance Exams in India
JEE Advanced
Application Process: 27 Apr, 2024 - 07 May, 2024
CAT
Application Process: 02 Aug, 2024 - 20 Sep, 2024 (Tentative)
IISER Aptitude Test
Application Process: 01 Apr, 2024 - 13 May, 2024
MAT
Application Process: 16 May, 2024
CMAT
Exam Date: 15 May, 2024
Frequently Asked Questions (FAQs)
Question: What is the scope of Data Science?
Answer :
The role of a Data Scientist is in high demand and is projected to grow as businesses and organizations continue to gather and analyse large volumes of data for insights and informed decision-making. Industries such as Finance, Marketing, Banking, and IT need experts who can handle, analyse, and derive valuable solutions from data.
Question: Who is eligible for Data Science course?
Answer :
The Eligibility Criteria for a Data Science course depend on the level of education. Generally, for an undergraduate course, the candidates need to clear the 10+2 qualifying examination with a valid score. For a postgraduate course, candidates are required to have a Bachelor's degree in Data Science or a related discipline with a valid aggregate mark as specified by the desired institute.
Question: What are some popular entrance exams in the field of Data Science?
Answer :
Many exams are required for Data Science such as CUET UG, JEE Main, JEE Advanced, and GATE exam.
Question: What are the career options available in the field of Data Science?
Answer :
The career choices available in the field of Data Science are endless. Some of the popular ones are Data Science Manager, Data Science Consultant, Data Architect, and Data Scientist.
Question: What is the duration of undergraduate and postgraduate courses in the field of Data Science?
Answer :
The course duration of the undergraduate and postgraduate courses in the field of three and two respectively. The duration of the courses may vary depending on the degree programme.
Question: What is the difference between data science and data analytics?
Answer :
People often get confused about data science and data analytics. But, there is a huge difference between the two of them. Data science deals with questions to be asked in business by analysing various data and providing much broader insights.
On the other hand, data analytics is about finding the answers to the questions. Data science professionals use programming languages such as Python, and JAVA. while data analytics professionals use programming languages such as SQL, and SAS.
Question: What is the working hour of a data science Professional?
Answer :
The working hours may vary according to different job roles, situations, countries, or work. But, generally, data science professionals have to work for 8 hours per day and sometimes, even more, depending upon the urgency of the situation.
Question: Is pursuing courses in the field of data science a good career option?
Answer :
Making a career in this field is a good career option for students as there is a wide range of job opportunities available all around the globe. It is the only way for businesses all over the world to get results or insights into their operations and also get suggestions for making important business decisions.
Students can get great exposure to different types of work roles such as data designer, analyst, scientist, architect, and a lot more. Students can also become lecturers by teaching students in colleges or universities after completing their post-graduation in this field.
Question: Which are the famous institutions providing data science courses in India?
Answer :
Below are some names of the top engineering institutes in India providing specialisation in data science, Navrachana University, Symbiosis Skill and Open University, NSHM- Knowledge Campus, Academy of Maritime Education and Training (AMET), Sri Ramchandra Institute of Higher Education and Research, Ganpat University Indian Institute of Information Technology and Management, St. Xavier’s College, St. Joseph University, Jawaharlal Nehru University
Question: What are some of the top job roles in data science?
Answer :
Below are some of the top job roles in the field of Data Science are, Data Scientists, Data Analyst, Business Analyst, Data Architects