Duration 2 Years |
Level Post Graduation |
Type Degree |
Eligibility Bachelor's |
M.Sc Data Science or Master of Science in Data Science is a 2-year post-graduate degree program. Data Science is the study of scientific methods and systems used to extract information from both structured and unstructured groups of data. M.Sc Data Science program revolves around the major disciplines of Calculus, Descriptive, and C-Programming in order to understand different phenomena with respect to a big set of real-world data.
Master of Science in Data Science also deals with real-time processing of data by doing prediction analysis, pattern recognition, anomaly detection, clustering, automated process and decision making, segmentation, and forecasting.
M.Sc Data Science Eligibility
Few M.Sc Data Science Entrance Exams
M.Sc Data Science Syllabus
Syllabus of Data Science as prescribed by various Universities and Colleges.
M.Sc Data Science Semester-1 |
|
Sr. No. |
Subjects of Study |
1 |
Database Management System |
2 |
Fundamentals of Programming |
3 |
Fundamentals of Research Methodology |
4 |
Mathematical Methods for Data Sciences |
5 |
Statistical Methods |
6 |
Database Management System Lab |
7 |
Fundamentals of Programming Lab |
M.Sc Data Science Semester-2 |
|
1 |
Big Data |
2 |
Data Visualization |
3 |
Design and Analysis of Algorithms |
4 |
Evolutionary Algorithms and Numerical Optimization |
5 |
Fundamentals of LaTeX |
6 |
Statistical Inference |
7 |
Technical aptitude for Data Science |
8 |
Big Data Lab |
9 |
Data Visualization Lab |
M.Sc Data Science Semester-3 |
|
1 |
Business Analytics |
2 |
Data Mining and Data Warehousing |
3 |
Machine Learning |
4 |
Business Analytics Lab |
5 |
Data Mining and Data Warehousing Lab |
6 |
Machine Learning Lab |
7 |
Elective-I & II |
8 |
Project |
M.Sc Data Science Semester-4 |
|
1 |
Deep Learning |
2 |
Internet of Things |
3 |
Deep Learning Lab |
4 |
Internet of Things Lab |
5 |
Elective-III, IV & V |
Elective Subjects for Semester-3 |
Group-A: Data Analytics |
Information Retrieval |
Number Theory and Cryptography |
Pattern Recognition |
Regression Analysis |
Theory of Computation |
Group B: Data Mining |
Artificial Intelligence |
Computer Networks |
Clustering Techniques |
Graph Theory and Discrete Mathematics |
Text Mining |
Elective Subjects for Semester-4 |
Group-A: Data Analytics |
Business Intelligence |
High-Performance Computing (HPC) |
Information Security & Cryptography |
Predictive Analytics |
Parallel and Distributed Computing |
Soft Computing |
Time Series Analysis |
Group B: Data Mining |
Computer Graphics |
Image Processing |
Network Security |
Natural Language Processing |
Signal Processing |
Social Network Aggregators |
Web Intelligence |
M.Sc Data Science Colleges
Government Colleges
Private Colleges
M.Sc Data Science Course Suitability
How is M.Sc Data Science Course Beneficial?
M.Sc Data Science Employment Areas
M.Sc Data Science Job Types
Advanced Courses in M.Sc Data Science