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The BCA Data Science is a 3-year Bachelor degree course with a focus on data science, analytics, machine learning and their practical applications in the industry. Data structure was initiated in India around 2015-2016 to match this increasing requirement of data science and analytics professionals in numerous organizations.
The course admissions will require minimum educational qualification of 10+2 or equivalent of any stream with mathematics as the subject. Moreover, some college require that you take addition entrance exams. From the most rudimental computer science topics like programming, database management, networking, etc. in the first semester, our students will be able to dive deeper into the data science and they will take classes like statistics, Big Data analytics, data visualization, Python and R, SQL, NoSQL, Hadoop, data mining.
| Highlight | Description |
|---|---|
| Degree | Bachelor of Computer Application (BCA) |
| Specialization | Data Science |
| Duration | 3 years (6 semesters) |
| Eligibility | 10+2 with Mathematics as a compulsory subject |
| Core Subjects | Programming Languages (Python, R), Database Management, Data Structures, Statistics, Machine Learning, Big Data Analytics, Data Visualization |
| Practical Exposure | Data Analysis Projects, Capstone Projects, Internships |
| Career Prospects | Data Scientist, Data Analyst, Business Intelligence Analyst, Machine Learning Engineer, Data Engineer |
| Higher Studies | M.Sc. Data Science, M.Tech. in related areas |
1. Minimum education required is 10+2 with maths. Changes need to be made to only pass this class if 50% of the aggregate of marks is secured.
2. Students get admission here through the Entrance Exam taken by this particular institute or university. For many, the school 10th marks are overrated as well.
3. Application forms from a website of institute available. Complete by ahead of closing date [sic] with the required fee.
4. Written (quantitative- reasoning and English) test that is an indicator of professionalism. May have interview round.
5. Admission handed over to students of score obtained on entrance test, interview and class 12th percentage.
6. This course, the part of it deals with stats, programming, machine learning, data visualization, databases, big data analytics.
7. 3-year either full time or part time; 6 semesters. Reveals units, student internships, practical training.
1. Minimum 50% marks, the applicant must have appeared 10+2 or equivalent examination from any stream and board recognized by the government. We consider this opportunity for students to apply and appear in their 10+2 exams.
2. Age range is not will be of concern for to apply for the BCA Data Science study. The students can participate in this course of any age group. It is designed for those candidates who completed their 10+2 or equivalent.
3. Those who have appeared and passed their 10+2 exam from a suitable recognized education board, for instance, CBSE, ICSE, State Boards, or NIOS can take admission in the BCA Data Science course.
4. Applicants who have a diploma certificate in any stream from a recognized institute after their 10th grade can equally also make an application to join the BCA Data Science program. All they need to do is fulfill the minimum percentage criteria required.
5. Indian institutes of technical education consider International Students who have already earned their 12th-grade or equivalent degree from any abroad education board in their BCA Data Science program as well.
IPU CET BCA: Taking BCA Admission Test through Indraprastha University Common Entrance Test leads to gaining admission to various BCA programs, including Data Science, Guru Gobind Singh Indraprastha University (GGSIPU).
SET BCA: The Symbiosis Entrance Test for BCA would be the eligibility test to get access to the BCA program with Data Science as the specialization at Symbiosis International University.
AIMA UGAT: The All India Management Association Aptitude test for Students is a tool of assessment for admission to various BCA programs that offer specialization in Data Science for students.
CUET: Christ University Admission Test is an admission test for advanced qualification in Data Science under the BCA program at Christ University.
MAH BCA CET: Maharashtra BCA CET is held to offer a specialization in BCA programs, particularly, in Data Science, in the colleges/institutions of Maharashtra.
| Course Name | Syllabus Details |
|---|---|
| Computer Fundamentals | An introduction to the basic concepts of computer science, including hardware, software, and programming. |
| Data Structures | This course covers the different types of data structures and how to use them efficiently. |
| Algorithms | This course teaches students how to design and analyze algorithms for solving computational problems. |
| Programming Languages | Students will learn the basics of programming using a popular programming language, such as Python or R. |
| Statistics and Probability | This course provides students with a foundation in statistics and probability, which are essential for data science. |
| Machine Learning | This course covers the fundamental concepts of machine learning, such as supervised learning, unsupervised learning, and reinforcement learning. |
| Data Mining | This course teaches students how to extract knowledge from large datasets. |
| Rank | College | Fee (INR) |
|---|---|---|
| 1 | Christ University, | 1,30,000 |
| 2 | Presidency College | 3,30,000 |
| 3 | SRM Institute of Science and Technology, Chennai | 85,000 |
| 4 | Symbiosis Institute of Computer Studies and Research, Pune | 1,95,000 |
| 5 | Loyola College | 1,50,000 |
| 6 | Kristu Jayanti College, Bangalore | 1,70,000 |
| 7 | St. Joseph's College of Engineering, Chennai | 1,35,000 |
| 8 | Amity University, Noida | 2,50,000 |
| 9 | PES University, Bangalore | 2,25,000 |
| 10 | VIT University, Vellore | 1,80,000 |
| Rank | College | Fee (INR) |
|---|---|---|
| 1 | SRM Institute of Science and Technology, Chennai | 85,000 |
| 2 | Symbiosis Institute of Computer Studies and Research, Pune | 1,95,000 |
| 3 | Amity University, Noida | 2,50,000 |
| 4 | PES University, Bangalore | 2,25,000 |
| 5 | VIT University, Vellore | 1,80,000 |
| 6 | Manipal Academy of Higher Education, Manipal | 1,70,000 |
| 7 | Vellore Institute of Technology, Vellore | 1,30,000 |
| 8 | Lovely Professional University, Phagwara | 1,20,000 |
| 9 | Symbiosis Centre for Information Technology, Pune | 1,10,000 |
| 10 | Birla Institute of Technology and Science, Pilani | 1,00,000 |
Here is a table of the average CTC for BCA (Data Science) graduates from some of the top colleges in India:
| College | Average CTC (INR LPA) |
|---|---|
| SRM Institute of Science and Technology, Chennai | 5-6 |
| Symbiosis Institute of Computer Studies and Research, Pune | 4-5 |
| Amity University, Noida | 3-4 |
| PES University, Bangalore | 3-4 |
| VIT University, Vellore | 3-4 |
| Manipal Academy of Higher Education, Manipal | 3-4 |
| Vellore Institute of Technology, Vellore | 3-4 |
| Lovely Professional University, Phagwara | 2-3 |
| Symbiosis Centre for Information Technology, Pune | 2-3 |
| Birla Institute of Technology and Science, Pilani | 2-3 |
| Specialization | Average Salary (INR LPA) |
|---|---|
| Data scientist | 6-8 |
| Machine learning engineer | 6-8 |
| Data analyst | 4-6 |
| Software engineer | 4-6 |
| Research scientist | 5-7 |
| Business intelligence analyst | 4-6 |
| Data visualization specialist | 4-6 |
| Data engineer | 4-6 |
