PEOs, PSOs & POs

2. Apply the Functions and define the recursive functions.

3. Apply Laplace transform to different applications.

4. Apply Inverse Laplace transform to different applications.

5. Identify the permutations and combinations.

6. Define variable and also identify the mapping.

2. Represent numbers and perform arithmetic operations.

3. Minimize the Boolean expression using Boolean algebra and design it using logic gates

4. Analyze and design combinational circuit.

5. Design and develop sequential circuits

6. Translate real world problems into digital logic formulations using VHDL.

2. Implement operations like searching, insertion, and deletion, traversing mechanism etc. on

various data structures.

3. Students will be able to implement Linear and Non-Linear data structures.

4. Implement appropriate sorting/searching technique for given problem.

5. Design advance data structure using Non-Linear data structure.

6. Determine and analyze the complexity of given Algorithms.

2. Design conceptual models of a database using ER modeling for real life applications and also

construct queries in Relational Algebra

3. Create and populate a RDBMS for a real life application, with constraints and keys, using SQL.

4. Retrieve any type of information from a data base by formulating complex queries in SQL.

5. Analyze the existing design of a database schema and apply concepts of normalization to design an

optimal database.

6. Build indexing mechanisms for efficient retrieval of information from a database

2. Identify different types of noise occurred, its minimization and able to apply Fourier analysis in

frequency & time domain to quantify bandwidth requirement of variety of analog and digital

communication systems.

3. Design generation & detection AM, DSB, SSB, FM transmitter and receiver.

4. Apply sampling theorem to quantify the fundamental relationship between channel bandwidth,

digital symbol rate and bit rate

5. Explain different types of line coding techniques for generation and detection of signals.

6. Describe Electromagnetic Radiation and propagation of waves.

2. Analyse and design combinational circuit.

3. Realise given function using combinational circuit.

4. Design and develop sequential circuits

5. Implement digital systems using programmable logic devices

6. Translate real world problems into digital logic formulations using VHDL.

2. Implement operations like searching, insertion, and deletion, traversing mechanism etc. on

various data structures.

3. Students will be able to implement Linear and Non-Linear data structures.

4. Implement appropriate sorting/searching technique for given problem.

5. Design advance data structure using Non-Linear data structure.

6. Determine and analyze the complexity of given Algorithms.

the same.

2. Design conceptual models of a database using ER modeling for real life applications and also

construct queries in Relational Algebra.

3. Create and populate a RDBMS, using SQL.

4. Write queries in SQL to retrieve any type of information from a data base.

5. Analyze and apply concepts of normalization to design an optimal database.

6. Implement indexes for a database using techniques like B or B+ trees.

strings and function for developing skills of logic building activity.

2. Identify classes, objects, members of a class and the relationships among them needed for a

finding the solution to speci

3. Demonstrates how to achieve reusability using inheritance, interfaces and packages and

describes faster application development can be achieved.

4. Demonstrate understanding and use of different exception handling mechanisms and

Course

Code Course Name

Examination Scheme

Theory Marks

Term

Work

Oral & Practical

Total

Internal assessment

End

Sem.

Test1 Test 2 Exam

Avg. of

two

Tests

ITL304 Java

Programming

Lab

— — — — 50 50 100

University of Mumbai, B. E. (Information Technology), Rev 2016 31

concept of multithreading for robust faster and efficient application development.

5. Identify and describe common abstract user interface components to design GUI in Java

using Applet & AWT along with response to events

6. Identify, Design & develop complex Graphical user interfaces using principal Java Swing

classes based on MVC architecture

2. Apply probability and understand PDF.

3. Understand sampling theory and correlation.

4. Apply the graphs and trees concepts to different applications.

5. Understand group’s theory.

6. Understand the Lattice theory.

2. Explain the functions of Application layer and Presentation layer paradigms and Protocols.

3. Describe the Session layer design issues and Transport layer services.

4. Classify the routing protocols and analyze how to assign the IP addresses for the given

network.

5. Describe the functions of data link layer and explain the protocols.

6. Explain the types of transmission media with real time applications.

their management policies and algorithms.

2. Understand the process management policies and scheduling of processes by CPU

3. Evaluate the requirement for process synchronization and coordination handled by

operating system

4. Describe and analyze the memory management and its allocation policies.

5. Identify use and evaluate the storage management policies with respect to different

storage management technologies.

6. Identify the need to create the special purpose operating system.

and Architecture

2. Implement assembly language program for given task for 8086 microprocessor.

3. Demonstrate control unit operations and conceptualize instruction level parallelism.

4. Demonstrate and perform computer arithmetic operations on integer and real numbers.

5. Categorize memory organization and explain the function of each element of a memory

hierarchy.

6. Identify and compare different methods for computer I/O mechanisms.

Grammars.

2. Design different types of Finite Automata and Machines as Acceptor, Verifier and Translator.

3. Understand, design, analyze and interpret Context Free languages, Expression and Grammars.

4. Design different types of Push down Automata as Simple Parser.

5. Design different types of Turing Machines as Acceptor, Verifier, Translator and Basic

computing machine.

6. Compare, understand and analyze different languages, grammars, Automata and Machines

and appreciate their power and convert Automata to Programs and Functions

network scenarios

2. Demonstrate the installation and configuration of network simulator.

3. Demonstrate and measure different network scenarios and their performance behavior.

4. Analyze the contents the packet contents of different protocols.

5. Implement the socket programming for client server architecture.

6. Design and setup a organization network using packet tracer.

2. Apply and change the ownership and file permissions using advance Unix commands.

3. Use the awk, grep, perl scripts.

4. Implement shell scripts and sed.

5. Apply basic of administrative task.

6. Apply networking Unix commands.

Programming Lab

2. Build a program on a microprocessor using arithmetic & logical instruction set of 8086.

3. Develop the assembly level programming using 8086 loop instruction set.

4. Write programs based on string and procedure for 8086 microprocessor.

5. Analyze abstract problems and apply a combination of hardware and software to address the

problem

6. Make use of standard test and measurement equipment to evaluate digital interfaces.

2. Express different Decision Making statements and Functions

3. Interpret Object oriented programming in Python

4. Understand and summarize different File handling operations

5. Explain how to design GUI Applications in Python and evaluate different database operations

6. Design and develop Client Server network applications using Python

CO 2. Describe the architecture of 8051 microcontroller and write embedded program for 8051

microcontroller.

CO3. Design the interfacing for 8051 microcontroller.

CO4. Understand the concepts of ARM architecture.

CO5. Demonstrate the open source RTOS and solve the design issues for the same.

CO6. Select elements for an embedded systems tool.

2. Design a responsive web site using HTML5 and CSS3.

3. Demonstrate Rich Internet Application .

4. Build Dynamic web site using server side PHP Programming and Database connectivity.

5. Describe and differentiate different Web Extensions and Web Services.

6. Demonstrate web application using Python web Framework-Django

maintained when concurrent transaction occur in a database

2. Measure query costs and design alternate efficient paths for query execution.

3. Apply sophisticated access protocols to control access to the database.

4. Implement alternate models like Distributed databases and Design applications using

advanced models like mobile, spatial databases.

5. Organize strategic data in an enterprise and build a data Warehouse.

6. Analyze data using OLAP operations so as to take strategic decisions.

Security

fundamental knowledge on the concepts of finite fields and number theory.

2. Understand, compare and apply different encryption and decryption techniques to solve

problems related to confidentiality and authentication

3. Apply the knowledge of cryptographic checksums and evaluate the performance of

different message digest algorithms for verifying the integrity of varying message sizes

4. Apply different digital signature algorithms to achieve authentication and create secure

applications

5. Apply network security basics, analyze different attacks on networks and evaluate the

performance of firewalls and security protocols like SSL, IPSec, and PGP.

6. Apply the knowledge of cryptographic utilities and authentication mechanisms to

design secure applications

ITDLO5013

Optional Course-I

E-Commerce & E-Business

2. Describe Hardware and Software Technologies for E-commerce.

3. Explain payment systems for E -commerce.

4. Describe the process of Selling and Marketing on web.

5. Define and Describe E-business and its Models.

6. Discuss various E-business Strategies.

2. To implement various algorithms to scan, convert the basic geometrical primitives,

transformations, Area filling, clipping.

3. To describe the importance of viewing and projections.

4. To define the fundamentals of animation, virtual reality and its related technologies.

5. To understand a typical graphics pipeline

6. To design an application with the principles of virtual reality

Communication

and Ethics

2. Develop the life skills/ interpersonal skills to progress professionally by building stronger

relationships.

3. Demonstrate awareness of contemporary issues knowledge of professional and ethical

responsibilities.

4. Apply the traits of a suitable candidate for a job/higher education, upon being trained in the

techniques of holding a group discussion, facing interviews and writing resume/SOP.

5. Deliver formal presentations effectively implementing the verbal and non-verbal skills.

Programming

Lab

2. Implement dynamic web pages with validation using JavaScript objects by applying different

event handling mechanism.

3. Use AJAX Programming Technique to develop RIA

4. Develop simple web application using server side PHP programing and Database

Connectivity using MySQL.

5. Build well-formed XML Document and implement Web Service using Java.

6. Demonstrate simple web application using Python Django Framework.

2. Analyze and implement public key algorithms like RSA and El Gamal

3. Analyze and evaluate performance of hashing algorithms

4. Explore the different network reconnaissance tools to gather information about networks

5. Use tools like sniffers, port scanners and other related tools for analyzing packets in a network.

6. Apply and set up firewalls and intrusion detection systems using open source technologies and

to explore email security.

2. Simulate the working of concurrency protocols, recovery mechanisms in a database

3. Design applications using advanced models like mobile, spatial databases.

4. Implement a distributed database and understand its query processing and transaction

processing mechanisms

5. Build a data warehouse

6. Analyze data using OLAP operations so as to take strategic decisions.

2. Conduct a survey of several available literatures in the preferred field of study.

3. Study and enhance software/ hardware skills.

4. Demonstrate and build the project successfully by hardware requirements, coding, emulating

and testing.

5. To report and present the findings of the study conducted in the preferred domain

6. Demonstrate an ability to work in teams and manage the conduct of the research study.

2. Explain needs for software specifications also they can classify different types of software requirements and their gathering techniques.

3. Convert the requirements model into the design model and demonstrate use of software and

user-interface design principles.

4. Distinguish among SCM and SQA and can classify different testing strategies and tactics

and compare them.

5. Justify role of SDLC in Software Project Development and they can evaluate importance

of Software Engineering in PLC.

6. Generate project schedule and can construct, design and develop network diagram for

different type of Projects. They can also organize different activities of project as per Risk

impact factor.

and

Business

Intelligence

intelligence

2. Organize and Prepare the data needed for data mining using pre preprocessing techniques

3. Perform exploratory analysis of the data to be used for mining.

4. Implement the appropriate data mining methods like classification, clustering or Frequent Pattern

mining on large data sets.

5. Define and apply metrics to measure the performance of various data mining algorithms.

6. Apply BI to solve practical problems : Analyze the problem domain, use the data collected in

enterprise apply the appropriate data mining technique, interpret and visualize the results and

provide decision support.

Computing

& Services

2. Describe importance of virtualization along with their technologies.

3. Use and Examine different cloud computing services

4. Analyze the components of open stack & Google Cloud platform and understand Mobile Cloud

Computing

5. Describe the key components of Amazon web Service

6. Design & develop backup strategies for cloud data based on features.

Network

2. Demonstrate the different wireless technologies such as CDMA, GSM, GPRS etc

3. Appraise the importance of Ad-hoc networks such as MANET and VANET and Wireless

Sensor networks

4. Describe and judge the emerging wireless technologies standards such as WLL,

WLAN, WPAN, WMAN.

5. Explain the design considerations for deploying the wireless network infrastructure.

6. Differentiate and support the security measures, standards. Services and layer wise security

considerations.

Communication Technology (ICT) world.

2. Underline the need of digital forensic and role of digital evidences .

3. Explain the methodology of incident response and various security issues in ICT world, and

identify digital forensic tools for data collection .

4. Recognize the importance of digital forensic duplication and various tools for analysis to

achieve adequate perspectives of digital forensic investigation in various applications /devices

like Windows/Unix system.

5. Apply the knowledge of IDS to secure network and performing router and network analysis

6. List the method to generate legal evidence and supporting investigation reports and will also

be able to use various digital forensic tools .

2. Deploy Structural Modeling.

3. Deploy Behavioral Modeling.

4. Deploy Architectural Modeling.

5. Examine estimation about schedule and cost for project development.

6. Select project development tool.

2. Organize and prepare the data needed for data mining algorithms in terms of attributes and

class inputs, training, validating, and testing files.

3. Implement the appropriate data mining methods like classification, clustering or association

mining on large data sets using open source tools like WEKA

4. Implement various data mining algorithms from scratch using languages like Python/ Java etc.

5. Evaluate and compare performance of some available BI packages

6. Apply BI to solve practical problems : Analyze the problem domain, use the data collected in

enterprise apply the appropriate data mining technique, interpret and visualize the results and

provide decision support.

2. Describe steps to perform on demand Application delivery using Ulteo .

3. Examine the installation and configuration of Open stack cloud

4. Analyze and understand the functioning of different components involved in Amazon web

services cloud platform.

5. Describe the functioning of Platform as a Service

6. Design & Synthesize Storage as a service using own Cloud

2. Conduct a survey of several available literatures in the preferred field of study.

3. Study and enhance software/ hardware skills.

4. Demonstrate and build the project successfully by hardware/sensor requirements, coding,

emulating and testing.

5. To report and present the findings of the study conducted in the preferred domain

6. Demonstrate an ability to work in teams and manage the conduct of the research study.

2. Conduct a survey of several available literature in the preferred field of study

3. Compare and contrast the several existing solutions for research challenge

4. Demonstrate an ability to work in teams and manage the conduct of the research study.

5. Formulate and propose a plan for creating a solution for the research plan identified

6. To report and present the findings of the study conducted in the preferred domain

2.Justify an IT project by establishing a business case

3. Develop a project charter

4. Develop a work breakdown structure for an IT project

University of Mumbai, Information Technology (semester VII and semester VIII) (Rev-2012) Page 8

5.Estimate resources (time, cost, human being, etc.)

6.Establish task inter-dependencies

7.Construct and analyze a network diagram

8. Identify IT project risks and develop risk mitigation strategies

9.Ensure the quality of the project using various standards

10. Demonstrate Team work and team spirit and how to overcome the conflicts

2. Compare various cloud computing providers/ Software.

3. Handle Open Source Cloud Implementation and Administration.

4. Understand risks involved in cloud computing.

terms of intelligent agents.

2. Students will be able to choose an appropriate problem-solving method and

knowledge-representation scheme.

3. Students will develop an ability to analyze and formalize the problem (as a state space,

graph, etc.) and select the appropriate search method.

4. Students will be able to develop/demonstrate/ build simple intelligent systems or classical

toy problems using different AI techniques.

2. Understand the characteristics of mobile/wireless communication channels

3. Understand the multiple radio access techniques

4. Understand the multiuser detection techniques

5. Understand various wireless networks and their technologies

6. Understand need of securities and economies in wireless systems

BEITC7053

E-Commerce & E-Business

technological, user, network requirements for developing the various modules of e commerce/business

site, will be able to apply the knowledge gained and modern engineering tools in their application

domain.

Retrieval

subsystems, SAN, NAS, and IP-SAN, also define backup, recovery.

2) Examine emerging technologies including IP-SAN.

3) Define information retrieval in storage network and identify different

storage virtualization technologies.

in intelligent business and scientific computing.

2. Acquire fundamental enabling techniques and scalable algorithms like Hadoop, Map

Reduce and NO SQL in big data analytics.

3. Interpret business models and scientific computing paradigms, and apply software tools

for big data analytics.

4. Achieve adequate perspectives of big data analytics in various applications like

recommender systems, social media applications etc.

engineering, industry and services

2.Identify the common applications of discrete-event system simulation.

3.Practice formulation and modeling skills.

University of Mumbai, Information Technology (semester VII and semester VIII) (Rev-2012) Page 56

4.Understand simulation languages

5.Ability to analyze events and inter-arrival time, arrival process, queuing strategies,

resources and disposal of entities

5.An ability to perform a simulation using spreadsheets as well as

simulation language/package6. Ability to generate pseudorandom numbers using the Linear Congruential Method7. Ability to perform statistical tests to measure the quality of a pseudorandom number

generator

8.Ability to define random variate generators for finite random variables

9.Ability to analyze and fit the collected data to different distributions

1: Identify the reasons for bugs and analyze the principles in software testing to prevent and

remove bugs.

2: Implement various test processes for quality improvement

3: Apply the software testing techniques in commercial environments

4: Provides practical knowledge of a variety of ways to test software and an understanding of

some of the trade-offs between testing techniques.

5: Familiar with the open source testing tools.

Retrieval

BEITL8046

Software Testing & Quality Assurance

2. Produce the proper documentation of the work.

3. Able to work in team and communicate with peers.

4. Develop skills required by the industry.