Data Science

Objective:

• To enhance basic programming skills using Java.
• To understand and implement basic programming concepts of Python.
• To understand the design aspects of operating systems and process, storage management Techniques, and to learn fundamentals of Shell scripting.

  Equipment: 60 Systems - HP Core i3 Processor, 8 GB RAM, 500 GB HDD, 18.5” LED Monitor

Software:

Java Version 7, Python 3.0, R Studio.

Outcomes:

Ability to:

• Understand Java programming concepts and implement in Program writing.
• Implement basic programming using python
• Understand operating system management and master the basics of shell script language

Networks Laboratory

Objective:

• To develop skills to design and analyze simple linear and non-linear data structures.
• To comprehend and apply cryptographic techniques.
• To identify various test cases for software programs in C language.

Total Equipment: 60

50-HP & Lenovo Intel Core i5 3rd Gen, 8 GB RAM, 240 GB HDD, 18.5” Monitor

10- HP Core i3 Processor, 8 GB RAM, 500 GB HDD, 18.5” LED Monitor

Software: Java JDK, Turbo C, Code Blocks, R Studio

Outcomes:

Ability to:

• Be able to design and analyze the time and space efficiency of the data structures
• Implement various cryptographic techniques
• Formulate and analyze various test cases for software programs

Computing Laboratory

Objective:

• To Construct UML diagrams for static view and dynamic view of the system and generate creational patterns by applicable patterns for given context.
• To develop skills in developing applications using advanced concepts of advanced Java programming concepts like JDBC, Servlets, JSP, Java Beans, etc
• To acquire knowledge of XHTML, Java Script and XML to develop dynamic web content using Java Servlets and JSP and understand the design and development process involved in it
• To analyze the strengths and limitations of the tools and devices for development of pervasive computing systems.

Total Equipment: 60

56-HP & Lenovo Intel Core i5 3rd Gen, 8 GB RAM, 240 GB HDD, 18.5” Monitor

4- Lenovo Tower Core i5 Processor 3rd Gen, 8GB Ram, 500 GB HDD, 18.5” Monitor.

Software:

Star UML, Java BDK, Sun Java Wireless Toolkit, NetBeans, Eclipse.

Outcomes:

• Understand how design patterns solve design problems and develop design solutions using Creational Patterns
• Apply the advanced concepts of Java including JDBC, Servlets, JSP, Java Beans, etc.
• Implement XML and XSLT for web applications and develop Dynamic web content using Java Servlets and JSP.
• Analyze the strengths and limitations of the tools and devices for development of pervasive computing systems.

Data Science Research Laboratory

Objectives:

• To Design and implement a database schema for a given problem-domain, normalize a database, Populate and query a database using SQL DML/DDL commands.
• To implementation of well-known data mining tasks.
• To develop projects on emerging technologies like machine learning, data mining etc.

Total Equipment:68

60-HP & Lenovo Intel Core i5 3rd Gen, 8 GB RAM, 240 GB HDD, 18.5” Monitor

8-Lenovo Think Center: Desktop Core i5 3rd Generation 3.2GHZ CPU, 16GB RAM, 1TB HDD SATA, 4GB DDRS Graphic Card (GPU), USB Keyboard and Mouse

15- Pentium D-Processor, 3.0 GHz, 1GB DDR2 RAM, 80GB HDD

Software: WEKA, Oracle 11g Server, MySQL, Anaconda, MATLAB, Rational Rose Software.

Outcomes:

Ability to

• Design and implement a database schema for a given problem-domain normalize a database, Populate and query a database using SQL DML/DDL commands
• Practical exposure on implementation of well-known data mining tasks
• Develop projects on emerging technologies like machine learning, data mining as a Team etc.
• Research Papers have been published