Data Science Department

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Dr. Mehwish Leghari

CHAIRMAN

Leading the department with excellence and innovation.

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About the Department

Introduction BS (Data Science) program has been started under the umbrella of Faculty of Science in 2022. The program has been started by keeping in view the need of data scientists in today's rapidly developing era of Artificial Intelligence. Data Science provides the approach to process enormous, complex and diverse data that is called big data, into meaningful insights that facilitate in the process of organizational decision making. In current era of Information Technology and Artificial Intelligence data is the backbone of all the organizations. Experts of data science have opportunities in the various domains like healthcare, banking and finance, automation and transport industry, governments and almost every industry where business relies on big data. Data scientist is one of the top ranked careers nowadays and the importance of data has created the demand of data scientists in huge amount. BS (Data Science) is a four-year (8 semesters) program. The goal of the program is to prepare students to explore data and retrieve insights from that data to improve business decisions. The courses offered in this program provide students with in-depth knowledge of the field of data science in general and the skills in its related fields like statistics, databases, computer programming, machine learning, data modeling and simulation in particular. The BS(DS) degree program prepares the students for the careers like data scientist, data engineer, data analyst, data architect, business analyst and data administrator. The high qualified faculty and the state of the art laboratories of university provide an ideal learning environment to the students. Vision of the BS(DS) Programme To produce data scientists with competency and high quality analytical skills for the achievement of global socioeconomic goals Mission of the BS(DS) Programme To provide high quality data science education and produce excellent professionals who may contribute optimistically towards the society and efficiently to the achievement of global sustainable development Program Educational Objectives BS(DS) Programme 1. To produce skilled computer professionals having strong theoretical knowledge and adequate practical skills in the field of computing and data science 2. To train the students with skills by using modern tools and techniques for design, development and analysis of the complex and diverse data into eloquent insights for intelligent decision making 3. To enhance the independent and team-work capacities in the students by refining communication and leadership skills 4. To provide better understanding of social and ethical values to the students for continuous learning and practice as a computer professional Degree Programme: Bachelor of Science (Data Science)

Teaching Staff

legharimehwish@quest.edu.pk

Dr. Mehwish Leghari

Chairman

jawedunar@quest.edu.pk

Engr. Jawed Akhtar Unar

Assistant Professor

Scheme of Studies

1st Year

1st Semester

Code Course Credit Hour
DS112 Programming Fundamentals 3 + 1
MTH101 Applied Calculus 3 + 0
MTH106 Functional English 3 + 0
NA Pre-Calculus-I* 0 + 0
MTH115 Functional English 3 + 0
MTH-116 Discrete Mathematics 3 + 0
CS101 Computer Fundamentals 2 + 1

2nd Semester

Code Course Credit Hour
DS122 Digital Logic Design 2 + 1
MTH-123 Applied Calculus 3 + 0
MTH-124 Communication Skills 3 + 0
DS322 Data Mining 2 + 1
MS124 Pre-Calculus-II* 0 + 0
MTH125 Pakistan Studies 2 + 0
DS121 Object Oriented Programming 3 + 1

2nd Year

1st Semester

Code Course Credit Hour
MTH215 statistics & Probability 3 + 0
DS211 Computer Networks 3 + 1
DS212 Data Structures 3 + 1
DS213 Software Engineering 3 + 0
DS214 Artificial Intelligence 3 + 1
 
 

2nd Semester

Code Course Credit Hour
DS225 Machine Learning 2 + 1
DS221 Introduction to Data Science 2 + 1
DS222 Database Systems 3 + 1
DS223 Analysis of Algorithms 2 + 0
MTH-214 Linear Algebra 3 + 0
DS226 Advance Statistics 3 + 0
 

3rd Year

1st Semester

Code Course Credit Hour
DS311 Computer Organization and Assembly Language 2 + 1
DS314 Information Security 3 + 0
MTH- 315 Technical and Business Writing 3 + 0
DS312 Deep Learning 2 + 1
DS316 Introduction to Management 2 + 0
DS313 Data Warehousing and Business Intelligence 3 + 1
 

2nd Semester

Code Course Credit Hour
DS325 Human Resource Management 3 + 0
DS321 Operating Systems 2 + 1
DS323 Natural Language Processing 3 + 1
DS324 Web Engineering 3 + 1
 
 
 

4th Year

1st Semester

Code Course Credit Hour
DS411 Final Year Project - I 0 + 3
DS412 Big Data Analytics 3 + 1
DS413 Entrepreneurship 2 + 0
DS414 Data Visualization 2 + 1
DS415 Platform & Architecture for Data Science 3 + 0
 
 

2nd Semester

Code Course Credit Hour
DS421 Final Year Project - II 0 + 3
DS422 Parallel and Distributed Computing 2 + 1
DS423 Professional Practices 3 + 0
DS424 Reinforcement Learning 3 + 0
DS425 Civic and Community Engagement 2 + 0