MSCSE(Major Data Science)

MSCSE(Major Data Science)

Prerequisites:

Only non-CSE background students for this track must complete all the required prerequisite courses of existing MSCSE, UIU but Statistics and Probability (CSE 5021) and Artificial Intelligence (CSE 5023) prerequisite courses are required for this track additionally. MSCSE admission committee will decide regarding the required prerequisite courses needed for each candidate.

Detailed Course Contents : Course Description 

Prerequisite Courses for Data Science Track:

Serial Course Code Course Name Credit Hour
1 CSE   5001 Object Oriented Programming 3.00
2 CSE   5031 Data Structures and Algorithms 3.00
3 CSE   5005 Database Management Systems 3.00
4 CSE  5029 Computer Networks 3.00
5 CSE  5013 System Analysis and Design 3.00
6 CSE  5019 Structured Programming Language 3.00

Additional Prerequisite Courses for Data Science Track:

Serial Course Code Course Name Credit Hour
7 CSE 5021 Statistics and Probability 3.00
8 CSE 5023 Artificial Intelligence 3.00

Mandatory Courses for Data Science Track:

Serial Course Code Course Name Credit Hour
1 CSE 6207 Data Analytics 3.00
2 CSE 6023 Machine Learning 3.00
3 CSE 6197 Internet of Things (IoT) 3.00

Note: MSCSE (Major Data Science) students must complete these three mandatory courses.

Optional Courses for Data Science Track:

Serial Course Code Course Name Credit Hour
1 CSE 6209 Genomic Big Data 3.00
2 CSE 6211 Deep Learning 3.00
3 CSE 6213 Natural Language Processing 3.00
4 CSE 6215 Spatial Data Science 3.00
5 CSE 6115 Financial Informatics 3.00
6 CSE 6113 Data Warehousing and Business Intelligence 3.00
7 CSE 6105 Health Informatics and Telemedicine 3.00
8 CSE 6127 Networks Security 3.00
9 CSE 6067 Advanced Network Services and Management 3.00
10 CSE 6217 E-Business 3.00
11 CSE 6021 Pattern Recognition  3.00
12 CSE 6001 Advanced Database Systems 3.00
13 CSE 6009 Advanced Artificial Intelligence 3.00
14 CSE 6145 Cloud Computing 3.00
15 CSE 6131 Computational Intelligence 3.00
16 CSE 6011 Data Mining   3.00
17 CSE 6199 Big Data 3.00
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