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The Bachelor of Computer Application (BCA) program with a specialization in Data Science is designed to provide students with a comprehensive understanding of computer science principles and their applications in the field of data science. This specialized BCA course combines theoretical knowledge with practical skills, focusing on statistical analysis, machine learning, data mining, and big data technologies.
Students in this program learn programming languages such as Python, R, and SQL, essential for data manipulation and analysis. They gain expertise in data visualization, exploring tools like Tableau or Power BI, to communicate insights effectively. The curriculum covers mathematical and statistical foundations crucial for understanding algorithms and predictive modeling.
The Bachelor of Computer Application (BCA) (Data Science) is a three-year undergraduate program that covers the fundamental concepts of computer science and data science. It is a popular program among students who are interested in a career in data science.
| Step |
|---|
| 1. Choose a university. Research different universities and their BCA (Data Science) programs to find one that is a good fit for you. |
| 2. Check the eligibility criteria. Make sure that you meet the eligibility criteria for admission to the BCA (Data Science) program at your chosen university. |
| 3. Apply for the program. Fill out the application form and submit all required documents. |
| 4. Take the entrance exam. If the university conducts its own entrance exam, take it on the scheduled date. |
| 5. Wait for the results. The university will release the results of the entrance exam and the selection list. |
| 6. Accept the offer of admission. If you are selected for admission, accept the offer and pay the required fees. |
Educational Qualifications: Candidates are typically required to have finished their 10+2 (or equal) schooling from a diagnosed board or organization. This typically method completing high school or its equivalent.
Academic Background: In many instances, college students with a heritage in science or mathematics are favored, but BCA packages frequently take delivery of students from a number backgrounds.
Minimum Percentage: Some institutions may additionally have a minimum percent requirement for admission, generally inside the variety of 45% to 50% in the 10+2 examinations.
Entrance Examinations: Certain universities or schools may additionally behavior front examinations for admission to their BCA applications. Scoring well in those checks is probably a requirement.
Age Limit: Some institutions may have age regulations for admission, while others do now not commonly impose such restrictions.
Additional Requirements: There is probably unique necessities which include English language skillability assessments (for non-native English audio system) or interviews as part of the admission procedure.
IPU CET BCA: Indraprastha University Common Entrance Test for BCA is carried out via Guru Gobind Singh Indraprastha University in India. It assesses a candidate's information of mathematics, pc technology, and reasoning.
BHU UET (BCA): Banaras Hindu University Undergraduate Entrance Test for BCA evaluates candidates in subjects like Mathematics, Physics, Chemistry, and General Knowledge.
AIMA UGAT: All India Management Association's Under Graduate Aptitude Test includes sections on English language, reasoning, trendy understanding, and mathematics, and is typical by numerous BCA applications.
SET (Symbiosis Entrance Test): Conducted with the aid of Symbiosis International University, SET evaluates students in areas like quantitative aptitude, preferred English, and analytical and logical reasoning.
DUET (Delhi University Entrance Test): Delhi University's front test might also include sections on arithmetic, pc technological know-how, and reasoning, depending at the unique BCA program.
Manipal Entrance Test (MET): Manipal Academy of Higher Education conducts MET, which incorporates questions about mathematics, facts, and preferred aptitude for its BCA applications.
| 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, Bangalore | 1,30,000 |
| 2 | Presidency College, Bangalore | 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, Chennai | 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 |
The average CTC for BCA (Data Science) graduates in India is around INR 4-5 LPA. However, the salary can vary depending on the college, the student's academic performance, and the company they are placed in.
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 |
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