XAVIER UNIVERSITY  |

GALLERY  |

XAVIER UNIVERSITY

BHUBANESWAR

XAVIER SCHOOL OF COMPUTER SCIENCE AND ENGINEERING

MASTER OF SCIENCE IN DATA SCIENCE AND ANALYTICS

FIRST SEMESTER

SECOND SEMESTER

Subj. Code Subject Name Credit
DS 101 Linear Algebra for Machine Learning
4
DS 102 Introduction to Prob & Stats
4
DS 103 Operations Research 4
DS 104 Information Visualization with Data
4
DS 105 Data Structure and Management for Data Science 4
DS 106 Scalable Data systems and Algorithm 4
DS 107 Contemporary Analytics 4
Practical and Project
DS 108 R- Programming
Python Programming
2
DS 109 SQL, NOSQL 2
Subj.Code Subject Name Credit
DS 201 Big Data Management and Platforms
4
DS 202 Advanced Statistics
4
DS 203 Research and Experimental Design 4
DS 204 Advanced Machine Learning for Data Scientists
4
DS 205 Software Design for Data Science 4
DS 206 Data Mining and Exploring 4
DS 207 Leadership Skill-Teams, Strategies and Communications 4
Practical and Project
DS 208 Text Visualization, Summarization, Customer
Opinion Mining
2
DS 209 Neural Network, k-NN, k-means Clustering, CNN,
SVM
2

THIRD SEMESTER

FOURTH SEMESTER

Subj. Code Subject Name Credit
DS 301 Deep Learning
4
DS 302 Natural Language Processing
4
DS 303 Data engineering Platforms for Analytics 4
DS 304 Machine Learning and Predictive Analytics
4
DS 305 Cloud computing 4
DS 306 Human Centered Data Science 4
DS 307 Modeling in Operations Management 4
DS 308 Elective Courses (any one) 4
Practical and Project
DS 309 Live Project with Data Analytics 2
Subj. Code Subject Name Credit
DS 401 Business Intelligence
4
DS 402 Project Management
4
DS 403 Elective Courses (any three) 4
DS 406 Internship
4
DS 407 Capstone Project 4

Elective Courses

1. Digital Marketing Analytics

2. HR Analytics

3. Media Analytics

4. Real Time Analytics

5. Supply Chain Analytics

6.  Financial Analytics

7. Ethical and Legal Considerations in Analytics

8. Healthcare Analytics

 

The above list of elective is open and may be offered as per the availability of Resource Person.

 

Xavier City Campus

 

Plot No:12(A), Nijigada, Kurki,

Harirajpur-752050, Dist.-Puri, Odisha.

Web: https://www.xub.edu.in,

Phone: +91 674-237-7767

© 2018 Xavier University Bhubaneswar