byGaganDeep
Updated on - 12 Aug, 2024
M.Sc. program in Data Science is an applied program that prepares a student in data science techniques and tools, statistics, and machine learning for analyzing large datasets. The above duration is the normal time that a candidate is expected to spend studying for an M.Sc. Duration of Data Science course is 2 years for full time. Such courses include data mining, big data analysis, data visualization, prediction modeling, programming languages like python, R, database technologies.
The recognized entrance examinations for taking admission in M.Sc are: Some of the competitive examinations that are conducted for Data Science programs are CAT, GATE, JMET, XAT, MAT, ATMA, CMAT, and state level exams. Certain colleges also use graduation marks for admission into courses offered by the colleges. M.Sc. often demands GRE or GMAT scores as part of the admission process.
| Event | Details |
|---|---|
| - Full Form | Master of Science in Data Science |
| - Duration | 2 years |
| - Course Level | Postgraduate |
| - Eligibility | Bachelor's degree in any discipline with Mathematics and Statistics |
| - Top Colleges | IIT Delhi, IIT Bombay, IIT Madras, IIIT Hyderabad |
| - Entrance Exam | JAM, JEE Main, GATE |
1. Minimum first or second class (50% marks or equivalent CGPA) in bachelor’s degree in computer science, statistics, mathematics or any other related quantitative discipline from a recognized university.
2. Relevant work experience with Python, R, SQL and/or any other programming language and basic understanding of Machine learning techniques is an advantage.
3. Graduates can apply for this job, and in addition, candidates who are writing their final year bachelor’s examinations can as well apply.
4. This master’s program does not restrict the age of individual applicants in any way.
5. Sound numerical, logical and analytical abilities should be possessed by the applicant.
6. While inviting some universities for the program, they may follow a process of conducting entrance tests.
| Subject | Topics |
|---|---|
| Data Science Foundations | Data Types, Data Structures, Algorithms, Programming |
| Machine Learning | Supervised Learning, Unsupervised Learning, Reinforcement Learning |
| Data Visualization | Data Representation, Visualization Tools, Communication |
| Statistical Inference | Hypothesis Testing, Confidence Intervals, Regression |
| Data Mining | Data Preprocessing, Pattern Mining, Clustering |
| Big Data Analytics | Hadoop, Spark, NoSQL Databases, Big Data Tools |
| Data Science Applications | Domain-Specific Applications, Case Studies, Project Work |
| Data Preprocessing | Data Cleaning, Data Transformation, Data Integration |
| Deep Learning | Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks |
| Natural Language Processing | Text Processing, Sentiment Analysis, Language Models |
| Computer Vision | Image Processing, Object Detection, Image Segmentation |
Tabulated below is the collection of the Top 10 Private Master of Science [M.Sc] (Data Science) Colleges in India with Fee Structure, including their key features.
| Name of the institute | Location | Fees |
|---|---|---|
| University of Petroleum and Energy Studies | Dehradun, Uttarakhand | INR 850,600 |
| Christ University | Bangalore, Karnataka | INR 380,000 |
| Chaitanya (Deemed to be University) | Warangal, Telangana | INR 120,000 |
| Garden City University | Bangalore, Karnataka | INR 159,500 |
| Loyola College | Chennai, Tamil Nadu | INR 86,000 |
| Gandhi Institute of Technology and Management | Visakhapatnam, Andhra Pradesh | INR 2,075,700 |
| Shobhit University | Meerut, Uttar Pradesh | INR 142,100 |
| Silicon Institute of Technology | Bhubaneswar, Orissa | INR 172,500 |
| Techno India University | Kolkata, West Bengal | INR 632,000 |
| Vellore Institute of Technology | Chennai, Tamil Nadu | INR 351,500 |
Tabulated below is the collection of the Top 9 Government Master of Science [M.Sc] (Data Science) Colleges in India with Fee Structure, including their key features.
| Name of the institute | Location | Fees |
|---|---|---|
| IIT Ropar | Ropar, Punjab | INR 700,000 |
| Cochin University of Science and Technology | Kochi, Kerala | INR 404,160 |
| Kerala University | Thiruvananthapuram, Kerala | INR 84,000 |
| IIM Indore | Indore, Madhya Pradesh | INR 2,114,222 |
| Annamalai University | Chidambaram, Tamil Nadu | INR 980,000 |
| Periyar University | Salem, Tamil Nadu | INR 100,000 |
| Aligarh Muslim University | Aligarh, Uttar Pradesh | INR 2,350,100 |
| University of Kalyani | Kalyani, West Bengal | INR 82,810 |
| Indian Institutes of Management - Amritsar | Amritsar, Punjab | INR 1,200,000 |