Syllabus for

Academic Year  (2024)

This course is to help students learn, understand, and practice data analytics from the chosen domain. The better understanding of Data, Relations, Preprocessing, Visualization, Correlation, Regression and Clustering plays an important role to find a formidable answer for any kind of applications.

Data Analysis, Data Mining and Knowledge Discovery. 

The Iris Data Set - Data Scales - Set and Matrix representations - Relations - Dissmilarity measures - Similarity measures - Sequence Relations - Sampling and Quantization.

Data Analysis, Data Mining and Knowledge Discovery. 

The Iris Data Set - Data Scales - Set and Matrix representations - Relations - Dissmilarity measures - Similarity measures - Sequence Relations - Sampling and Quantization.

Diagrams - Principal Component Analysis - Multidimensional Scaling - Associator - Histograms.

Error types - Error Handling - Filtering - Data Transformation - Data Integration.

Diagrams - Principal Component Analysis - Multidimensional Scaling - Associator - Histograms.

Error types - Error Handling - Filtering - Data Transformation - Data Integration.

Linear Correlation - Correlation and Causality - Chi-square Test for Independence.

Linear Regression - Linear Regression with Nonlinear Substitution - Robust Regression - Neural Networks - Radial Basis Function Networks - Cross-Validation - Feature Selection.

Linear Correlation - Correlation and Causality - Chi-square Test for Independence.

Linear Regression - Linear Regression with Nonlinear Substitution - Robust Regression - Neural Networks - Radial Basis Function Networks - Cross-Validation - Feature Selection.

Finite State Machines - Recurrent Models - Autoregressive Models.

Classification criteria - Naive Bayes Classifier - Linear Discriminant Analysis - Support Vector Machine - Nearest Neighbor Classifier - Decision Trees.

Finite State Machines - Recurrent Models - Autoregressive Models.

Classification criteria - Naive Bayes Classifier - Linear Discriminant Analysis - Support Vector Machine - Nearest Neighbor Classifier - Decision Trees.

Cluster Partitions - K-Means Clustering - Hierarchy Clustering - Prototype-Based Clustering - Fuzzy Clustering - Relational Clustering - Cluster Tendency Assessment - Cluster Validity - Self-Organizing Map.

Optimization with Derivatives - Gradient Descent.

Cluster Partitions - K-Means Clustering - Hierarchy Clustering - Prototype-Based Clustering - Fuzzy Clustering - Relational Clustering - Cluster Tendency Assessment - Cluster Validity - Self-Organizing Map.

Optimization with Derivatives - Gradient Descent.

ESE - 50%

To explore students to the world of interconnected devices, communication among these connected devices, transfer of data and further analysis of this data to make appropriate decisions

Introduction, Definition and Characteristics of IoT, Physical Design  of  IoT,  Things in IoT, IoT Protocols, Logical Design of IoT, IoT Functional Blocks,  IoT Communication Models,  IoT Communications APIs, IoT Enabling Technologies, Wireless Sensor Networks, Cloud Computing, Big Data Analytics, Communication Protocols, Embedded Systems.

Introduction, Definition and Characteristics of IoT, Physical Design  of  IoT,  Things in IoT, IoT Protocols, Logical Design of IoT, IoT Functional Blocks,  IoT Communication Models,  IoT Communications APIs, IoT Enabling Technologies, Wireless Sensor Networks, Cloud Computing, Big Data Analytics, Communication Protocols, Embedded Systems.

What is an IoT Device, Exemplary Device: Raspberry Pi, About the Board, Linux on  Raspberry Pi, Raspberry Pi interfaces, Programming Raspberry Pi with Python. Other IoT Devices – pcDuino, BeagleBone Black, Cubieboard.

What is an IoT Device, Exemplary Device: Raspberry Pi, About the Board, Linux on  Raspberry Pi, Raspberry Pi interfaces, Programming Raspberry Pi with Python. Other IoT Devices – pcDuino, BeagleBone Black, Cubieboard.

Home Automation, Cities, Environment, Energy, Retail, Logistics, Agriculture, Industry, Health & Lifestyle.

IoT and M2M – Introduction, M2M, Difference between IoT and M2M, SDN and NFV for  IoT.

Home Automation, Cities, Environment, Energy, Retail, Logistics, Agriculture, Industry, Health & Lifestyle.

IoT and M2M – Introduction, M2M, Difference between IoT and M2M, SDN and NFV for  IoT.

The Arduino Ecosystem, Installing the software, Connecting the Arduino, Opening a sketch, Sketching in code, The Structure of Arduino C, Verifying and Uploading, Working with variables, Making Decisions, Digital Ins and Outs, Analog In, Analog Out.

The Arduino Ecosystem, Installing the software, Connecting the Arduino, Opening a sketch, Sketching in code, The Structure of Arduino C, Verifying and Uploading, Working with variables, Making Decisions, Digital Ins and Outs, Analog In, Analog Out.

   [2]   Pethuru Raj and Anupama C. Raman , “The Internet of Things: Enabling Technologies, Platforms, and Use Cases", CRC Press, 2017.

   [3]  Brian Evans, Beginning Arduino Programming, Apress, 2011

   [2]   Olivier Hersent , David Boswarthick, Omar Elloumi , “The Internet of Things – Key applications and Protocols”, Wiley, 2012.

[3]Peter Waher, “Mastering Internet of Things: Design and create your own IoT applications using Raspberry Pi 3”, Packt Publishing, 2018

ESE 50%

Effective implementation of a Business Intelligence (BI) results in better business decisions and increased success in achieving goals. Business intelligence is the process of collecting and turning the resource into business value. This course will provide an understanding of business intelligence, knowledge delivery and examine the BI processes and techniques used in transforming data to knowledge and value.

Introduction to OLTP and OLAP, BI Definitions & Concepts, Business Applications of BI, BI Framework, Role of Data Warehousing in BI, BI Infrastructure Components – BI Process, BI Technology, BI Roles & Responsibilities.

Introduction to OLTP and OLAP, BI Definitions & Concepts, Business Applications of BI, BI Framework, Role of Data Warehousing in BI, BI Infrastructure Components – BI Process, BI Technology, BI Roles & Responsibilities.

Concepts of data integration need and advantages of using data integration, introduction to common data integration approaches, introduction to ETL, Introduction to data quality, data profiling concepts and applications.

Concepts of data integration need and advantages of using data integration, introduction to common data integration approaches, introduction to ETL, Introduction to data quality, data profiling concepts and applications.

Introduction to data and dimension modeling, multidimensional data model, ER Modeling vs. multi-dimensional modeling, concepts of dimensions, facts, cubes, attribute, hierarchies, star and snowflake schema.

Introduction to data and dimension modeling, multidimensional data model, ER Modeling vs. multi-dimensional modeling, concepts of dimensions, facts, cubes, attribute, hierarchies, star and snowflake schema.

Introduction to enterprise reporting, concepts of dashboards, balanced scorecards, and overall architecture.

Introduction to enterprise reporting, concepts of dashboards, balanced scorecards, and overall architecture.

Association rules mining, Mining Association rules from single level, multilevel transaction databases, Classification and prediction, Decision tree induction, Bayesian Classification, knearest neighbour classification.

Association rules mining, Mining Association rules from single level, multilevel transaction databases, Classification and prediction, Decision tree induction, Bayesian Classification, knearest neighbour classification.

Effective implementation of a Business Intelligence (BI) results in better business decisions and increased success in achieving goals. Business intelligence is the process of collecting and turning the resource into business value. This course will provide an understanding of business intelligence, knowledge delivery and examine the BI processes and techniques used in transforming data to knowledge and value.

Introduction to OLTP and OLAP, BI Definitions & Concepts, Business Applications of BI, BI Framework, Role of Data Warehousing in BI, BI Infrastructure Components – BI Process, BI Technology, BI Roles & Responsibilities.

Introduction to OLTP and OLAP, BI Definitions & Concepts, Business Applications of BI, BI Framework, Role of Data Warehousing in BI, BI Infrastructure Components – BI Process, BI Technology, BI Roles & Responsibilities.

Concepts of data integration need and advantages of using data integration, introduction to common data integration approaches, introduction to ETL, Introduction to data quality, data profiling concepts and applications.

Concepts of data integration need and advantages of using data integration, introduction to common data integration approaches, introduction to ETL, Introduction to data quality, data profiling concepts and applications.

Introduction to data and dimension modeling, multidimensional data model, ER Modeling vs. multi-dimensional modeling, concepts of dimensions, facts, cubes, attribute, hierarchies, star and snowflake schema.

Introduction to data and dimension modeling, multidimensional data model, ER Modeling vs. multi-dimensional modeling, concepts of dimensions, facts, cubes, attribute, hierarchies, star and snowflake schema.

Introduction to enterprise reporting, concepts of dashboards, balanced scorecards, and overall architecture.

Introduction to enterprise reporting, concepts of dashboards, balanced scorecards, and overall architecture.

Association rules mining, Mining Association rules from single level, multilevel transaction databases, Classification and prediction, Decision tree induction, Bayesian Classification, knearest neighbour classification.

Association rules mining, Mining Association rules from single level, multilevel transaction databases, Classification and prediction, Decision tree induction, Bayesian Classification, knearest neighbour classification.

UNIX is a multi user and multi-tasking operating system. After learning the concepts of an operating system, it is appropriate to learn how UNIX implements these concepts. The subject is introduced with the features and architecture of UNIX. The file system, Process management and Memory management are discussed to make the students understand the internals of UNIX. Various commands used by UNIX shell is also discussed which makes the users of UNIX comfortable to interact with each other. Bourne shell programming is dealt in depth which can be used to develop applications in UNIX.

Evolution of UNIX – UNIX System Structure – Features of Unix - Operating System Services - Unix Kernel - Locating Commands, Internal and External Commands, Flexibility of Command Usage, man: Browsing and Manual Pages On-line, Understanding the man Documentation.

General Purpose Utilities: cal, date, echo, printf, echo, bc, script, passwd, who, uname, tty, stty.

Evolution of UNIX – UNIX System Structure – Features of Unix - Operating System Services - Unix Kernel - Locating Commands, Internal and External Commands, Flexibility of Command Usage, man: Browsing and Manual Pages On-line, Understanding the man Documentation.

General Purpose Utilities: cal, date, echo, printf, echo, bc, script, passwd, who, uname, tty, stty.

The File, I-nodes – Structure of a regular file. The HOME Variable: The Home Directory, Directory related commands: pwd, mkdir, cd, rmdir. Absolute and relative path names. The UNIX File System. File manipulation commands: cat, cp, rm, mv, more, The lp Subsystem: Printing a File, file, wc, Words and Characters, od, The spell and ispell, cmp, comm, diff. File compression commands: gzip, gunzip, tar, zip, unzip. Basic file attributes: The –d Option: Listing Directory Attributes, File Ownership, File Permissions, chmod: Changing File Permissions, Directory Permissions, Changing File Ownership. Hard links, Symbolic Links, ln, umask, and find.

The File, I-nodes – Structure of a regular file. The HOME Variable: The Home Directory, Directory related commands: pwd, mkdir, cd, rmdir. Absolute and relative path names. The UNIX File System. File manipulation commands: cat, cp, rm, mv, more, The lp Subsystem: Printing a File, file, wc, Words and Characters, od, The spell and ispell, cmp, comm, diff. File compression commands: gzip, gunzip, tar, zip, unzip. Basic file attributes: The –d Option: Listing Directory Attributes, File Ownership, File Permissions, chmod: Changing File Permissions, Directory Permissions, Changing File Ownership. Hard links, Symbolic Links, ln, umask, and find.

Process Basics, Process States and Transitions, ps: Process Status, System Processes (-e or –a), Internal and External Commands, Running Jobs in Background, nice: Job Execution With Low Priority, Killing Processes with Signals, Job Control, at and batch: Execute Later, cron: Running Jobs Periodically, time: Timing Processes. PID and PPID.

Process Basics, Process States and Transitions, ps: Process Status, System Processes (-e or –a), Internal and External Commands, Running Jobs in Background, nice: Job Execution With Low Priority, Killing Processes with Signals, Job Control, at and batch: Execute Later, cron: Running Jobs Periodically, time: Timing Processes. PID and PPID.

The Sample Database, pr: Paginating Files, head: Displaying the Beginning of a File, tail: Displaying the End of a File, cut: Slitting a File Vertically, paste: Pasting Files, sort: Ordering a File, uniq: Locate Repeated and Non repeated Lines, tr: Translating Characters, An Example: Displaying a Word-count List. Filters using regular expressions: grep: Searching for a Pattern, and egrep. Communication: Communicating with Other Users: Who, Mail, Wall, Send, Mesg, Ftp.

The Sample Database, pr: Paginating Files, head: Displaying the Beginning of a File, tail: Displaying the End of a File, cut: Slitting a File Vertically, paste: Pasting Files, sort: Ordering a File, uniq: Locate Repeated and Non repeated Lines, tr: Translating Characters, An Example: Displaying a Word-count List. Filters using regular expressions: grep: Searching for a Pattern, and egrep. Communication: Communicating with Other Users: Who, Mail, Wall, Send, Mesg, Ftp.

The Wild-cards, Escaping and Quoting, Redirection; Review of vi Operations – Different Modes – Saving and Exiting - Accessing Multiple Files - Interacting with Unix - Miscellaneous Commands - Alphabetical List of Keys. Shell variables - Shell Keywords - Positional parameters - Passing command line arguments. Arithmetic in shell scripts - Read and Echo - Control Structures - if-then-fi - if-then-else-fi - Nested if - Case control structure – Loops - while-until –for - break and continue. Shell meta characters - Exporting variables - User defined Functions.

The Wild-cards, Escaping and Quoting, Redirection; Review of vi Operations – Different Modes – Saving and Exiting - Accessing Multiple Files - Interacting with Unix - Miscellaneous Commands - Alphabetical List of Keys. Shell variables - Shell Keywords - Positional parameters - Passing command line arguments. Arithmetic in shell scripts - Read and Echo - Control Structures - if-then-fi - if-then-else-fi - Nested if - Case control structure – Loops - while-until –for - break and continue. Shell meta characters - Exporting variables - User defined Functions.

[1] Sumitabha Das. UNIX Concepts and Applications. 5^th Edition, New Delhi: Tata McGraw Hill, 2013.

[2] Yashavant P Kanetkar. Unix Shell Programming. New Delhi: BPB Publications, 2012.

[1] Maurice J Bach. The Design of Unix Operating System. NewDelhi: Prentice Hall of India Pvt. Ltd, 2012.

[2] Paul Love, Joe Merlino, Craig Zimmerman, Jeremy C. Reed, and Paul Weinstein. Beginning UNIX. New Delhi: Wiley Publishing, Inc, (Wrox Publishing) 2007

ESE - 50%

This course is designed to introduce the students to web technologies in Hyper Text Mark-up Language, Cascade Style Sheet, JavaScript and PHP for interactive web applications that use rich user interfaces and also understand the server-side web technologies for creating dynamic web applications. Student will learn the concepts of web site planning and hosting. This course will help them to create an interactive website with great look and functionality.

Web technology terminology-Structure of web page- webpage-website-web server-work flow model. HTML5- History-Tags-Attributes-element-Basic tags –Formatting tags- Color coding 

List – Images- Hyperlink-Table-Header-Introduction to advanced tags-input tags-forms-style-buttons-image-video

Web technology terminology-Structure of web page- webpage-website-web server-work flow model. HTML5- History-Tags-Attributes-element-Basic tags –Formatting tags- Color coding 

List – Images- Hyperlink-Table-Header-Introduction to advanced tags-input tags-forms-style-buttons-image-video

Cascading style sheet –Benefits –CSS version history-Syntax-External-internal-inline-single style-multiple style-value lengths and percentage-ID selector –Class Selector-group Selector – universal selector- Color-background-cursor-list-Box model-display positioning-floats

Introduction to JavaScript-Client side-Server side-Advantages-limitations-Syntax-whitespace-line breaks-case sensitivity-comments-enabling in web browsers-placement-variables-executing first program-Data types –variables-scope-operators-if –else-switch-loops-function-events

Cascading style sheet –Benefits –CSS version history-Syntax-External-internal-inline-single style-multiple style-value lengths and percentage-ID selector –Class Selector-group Selector – universal selector- Color-background-cursor-list-Box model-display positioning-floats

Introduction to JavaScript-Client side-Server side-Advantages-limitations-Syntax-whitespace-line breaks-case sensitivity-comments-enabling in web browsers-placement-variables-executing first program-Data types –variables-scope-operators-if –else-switch-loops-function-events

Event Handling-onclick-onsubmit-onmouseover-onmouseout-HTML 5 standard events-cookies-how it works-storing cookies-page redirect-page printing-JS objects-Boolean-string

Event Handling-onclick-onsubmit-onmouseover-onmouseout-HTML 5 standard events-cookies-how it works-storing cookies-page redirect-page printing-JS objects-Boolean-string

PHP syntax and variables, Operators and Expressions, Conditional Branching and Looping Statements - Essentials of PHP- Installation of Web Server, XAMPP Configurations-PHP Forms- GET and POST method

PHP syntax and variables, Operators and Expressions, Conditional Branching and Looping Statements - Essentials of PHP- Installation of Web Server, XAMPP Configurations-PHP Forms- GET and POST method

Create website using Instant Design tool-Create website using WIX/Webflow/Google Site-Creating responsive web pages

Sandboxing-Testing the website-cross platform browser compatibility check up. Templates usage (case study)

Create website using Instant Design tool-Create website using WIX/Webflow/Google Site-Creating responsive web pages

Sandboxing-Testing the website-cross platform browser compatibility check up. Templates usage (case study)

[2] CSS3 in easy steps”, Mike McGrath, publisher:  In Easy Steps,  ISBN: 9781840785418, 1840785411

[3] Jeremy McPeak and Paul Wilton,  “Beginning JavaScript”, Wrox publication, 

ESE-50%

This course focuses on developing applications for modern Smartphone operating systems. Most of the course is dedicated to Google's Android. Rapid application development  techniques are covered, as well as setup of the development environment, real-world testing, and deployment.

A little background about mobile technologies, Different mobile technologies – Android, Windows, IOS, Black Berry, series 40, Bada, Benefits and drawbacks of Smartphone programming, Overview of Android, How it all got started, Why Android different and important, Android Stack overview, Linux kernel, native libraries, App  framework,  Apps, SDK overview, platforms, tools, versions. Creating and setting up custom Android emulator.

A little background about mobile technologies, Different mobile technologies – Android, Windows, IOS, Black Berry, series 40, Bada, Benefits and drawbacks of Smartphone programming, Overview of Android, How it all got started, Why Android different and important, Android Stack overview, Linux kernel, native libraries, App  framework,  Apps, SDK overview, platforms, tools, versions. Creating and setting up custom Android emulator.

Install the android SDK, Install base tools, install SDKs and Add-ons, Install apache Ant, Emulator, and Device. Get know Eclipse, Build , install and Run the Application in your Emulator or Device, Project Structure.

Install the android SDK, Install base tools, install SDKs and Add-ons, Install apache Ant, Emulator, and Device. Get know Eclipse, Build , install and Run the Application in your Emulator or Device, Project Structure.

Designing by declaration, creating the opening screen, using  alternate  resources,  implementing an about box, applying a theme, adding a menu,  adding settings,  debugging  with log messages, debugging with debugger.

Designing by declaration, creating the opening screen, using  alternate  resources,  implementing an about box, applying a theme, adding a menu,  adding settings,  debugging  with log messages, debugging with debugger.

Learning the basics, adding Graphics to existing apps,  handling input,  learn  to change  the final improvements, Playing audio, Playing Video, Adding sound to existing app,

Learning the basics, adding Graphics to existing apps,  handling input,  learn  to change  the final improvements, Playing audio, Playing Video, Adding sound to existing app,

Reading/writing local data, Accessing the Internal File system, Accessing SD card.

Reading/writing local data, Accessing the Internal File system, Accessing SD card.

1. Grant Allen, Beginning Android 4, Apress, 2012.

2. Wei-Meng Lee, Beginning android 4 application Development, John Wiley & sons, Inc, 2012.

Pragmatic. Bookshelf (2009), ISBN-13: 978-1934356173.

2. Jerome (J.F) DiMarzio , Android - A programmer's Guide, TataMcgraw Hill, ISBN: 9780071070591, 2010.

ESE: 50%

To acquire knowledge in three-dimensional modelling and animation using 3DS Max software and to render the animated scene effectively using light and material design.

Standard primitives, modelling with modifiers, making clones, working with groups.

Introduction, Working, touring the interface, working with objects, and viewing.

Standard primitives, modelling with modifiers, making clones, working with groups.

Introduction, Working, touring the interface, working with objects, and viewing.

Creating shapes with Boolean objects, tracing a sketch, editing meshes, create symmetric forms, smoothing meshes. Naming and renaming objects, organizing objects by layer, lofting an object.

Drawing with splines, modifying a shape, outlining and extruding splines, combining and extruding primitive splines, creating a solid form with splines.

Creating shapes with Boolean objects, tracing a sketch, editing meshes, create symmetric forms, smoothing meshes. Naming and renaming objects, organizing objects by layer, lofting an object.

Drawing with splines, modifying a shape, outlining and extruding splines, combining and extruding primitive splines, creating a solid form with splines.

Lighting the model, rendering a view, ambient light, adding shadow effects, playing in the shadows, using the light listener, using scene states.

Texture maps, adding materials to object, editing materials, using the standard material, assigning materials to parts of an object.

Lighting the model, rendering a view, ambient light, adding shadow effects, playing in the shadows, using the light listener, using scene states.

Texture maps, adding materials to object, editing materials, using the standard material, assigning materials to parts of an object.

Basics of 3ds max camera, setting up an interior view, creating an environment, using immersive environment for animation, using render type and elements, matching your scene to background image.

Gaining access, arranging furniture, replacing objects, using the rendered framework window.

Basics of 3ds max camera, setting up an interior view, creating an environment, using immersive environment for animation, using render type and elements, matching your scene to background image.

Gaining access, arranging furniture, replacing objects, using the rendered framework window.

The world of video, Time, creating a quick study animation, key frames, increasing and editing key frames, adding more frames, moving the camera target over time, controlling lights over time.

The world of video, Time, creating a quick study animation, key frames, increasing and editing key frames, adding more frames, moving the camera target over time, controlling lights over time.

[2] K. L. Murdock, 3ds Max 2012 Bible. Wiley, 2011.

[3] T. Mullen, Introducing Character Animation with Blender. Sybex, 2007.

ESE: 50%

The course gives introduction to the .Net framework. It also enable the studentst to learn and develop console, windows and web based application in the .NET framework using C# programming.

Vision and goals of .NET, Building blocks of .Net, Overview of .Net applications, .Net evolution, The .Net Framework Architecture, Intermediate Language(IL), Common Language Runtime (CLR), JIT Compilation, Common Type System(CTS), Common Language System (CLS), Assemblies, IL Disassembler (ILdasm.exe), Namespaces.

C# features

Working  with  methods-  understanding  method  structure,  calling  a  method,  understanding parameter types, overloading methods, virtual methods, overriding methods.

Vision and goals of .NET, Building blocks of .Net, Overview of .Net applications, .Net evolution, The .Net Framework Architecture, Intermediate Language(IL), Common Language Runtime (CLR), JIT Compilation, Common Type System(CTS), Common Language System (CLS), Assemblies, IL Disassembler (ILdasm.exe), Namespaces.

C# features

Working  with  methods-  understanding  method  structure,  calling  a  method,  understanding parameter types, overloading methods, virtual methods, overriding methods.

Constants,  fields,  methods,  properties,  events,  indexers,  operators,  constructors,  destructors, static modifiers. Compiling with multiple classes, virtual and override methods, abstract methods, sealed classes, Boxing and Unboxing,Working with namespaces, Understanding interfaces, handling exceptions.

Self Learning: Class Inheritance

Constants,  fields,  methods,  properties,  events,  indexers,  operators,  constructors,  destructors, static modifiers. Compiling with multiple classes, virtual and override methods, abstract methods, sealed classes, Boxing and Unboxing,Working with namespaces, Understanding interfaces, handling exceptions.

Self Learning: Class Inheritance

Understanding Windows Forms Architecture, Windows controls: Common, Containers, Menus and Tool strips, Data, Reporting. Adding and using windows controls to the form.

Understanding Windows Forms Architecture, Windows controls: Common, Containers, Menus and Tool strips, Data, Reporting. Adding and using windows controls to the form.

Understanding the Dataset classes and their relatives, Understanding OLEDB and SQL Server Support, Understanding common database operations using ADO.NET–Operations that don’t return rows, Data operations that return single row entities, data operations that affect single-row entities, data operations returning sets of rows, data operations affecting sets of rows, operations that return hierarchical data.

Understanding the Dataset classes and their relatives, Understanding OLEDB and SQL Server Support, Understanding common database operations using ADO.NET–Operations that don’t return rows, Data operations that return single row entities, data operations that affect single-row entities, data operations returning sets of rows, data operations affecting sets of rows, operations that return hierarchical data.

Creating web applications with webforms [ASP.NET], Difference between ASP and ASP.NET, Defining a web application, ASP.NET architecture, ASP.NET webforms, Code behind model, Validation controls in ASP.NET, Server controls and data binding, Grid view, data repeater, data list, Data binding in ASP.NET, Data source controls-sql data source, Data controls–gridview and details view, Login controls.

Creating web applications with webforms [ASP.NET], Difference between ASP and ASP.NET, Defining a web application, ASP.NET architecture, ASP.NET webforms, Code behind model, Validation controls in ASP.NET, Server controls and data binding, Grid view, data repeater, data list, Data binding in ASP.NET, Data source controls-sql data source, Data controls–gridview and details view, Login controls.

[1] JeffFerguson, BrianPatterson, Jason Beres ,C# Programming Bible ,Wiley Publishing Inc., Reprint 2006.

[1] JeffProsise, Programming .Net, 2nd Edition, WP Publishers & Distributors Pvt.Ltd, 2009.

[2]  Kevin Hoffman & Jeff Gabriel, Professional .Net Framework, 1stEdition, Wrox PressPublishers,2006.

This course is to help students to do hands-on lab experience by practicing data analytics to get the insights from the chosen area/domain based on the given topics.

1. Open/ Create a dataset and write all its characteristics. E.g. variable/ attribute, discrete/continuous, scales of measurement, frequency distribution, cumulative distribution, sorting.
2. Data Preprocessing - Filtering, Data Transformation, Data Integration.
3. Data Visualization - Graphs and charts.
4. Data Visualization - Principal Component Analysis, Multi-dimensional Scaling.
5. Correlation - Linear Correlation, Chi-Square Test.
6. Regression - Feature Selection.
7. Forecasting - Finite State Machines, Recurrent Models.
8. Classification - Any one of the methods.
9. Clustering - Any one of the methods.

1. Open/ Create a dataset and write all its characteristics. E.g. variable/ attribute, discrete/continuous, scales of measurement, frequency distribution, cumulative distribution, sorting.
2. Data Preprocessing - Filtering, Data Transformation, Data Integration.
3. Data Visualization - Graphs and charts.
4. Data Visualization - Principal Component Analysis, Multi-dimensional Scaling.
5. Correlation - Linear Correlation, Chi-Square Test.
6. Regression - Feature Selection.
7. Forecasting - Finite State Machines, Recurrent Models.
8. Classification - Any one of the methods.
9. Clustering - Any one of the methods.

ESE - 50%

To explore students to the world of interconnected devices, communication among these connected devices, transfer of data and further analysis of this data to make appropriate decisions

Introduction, Definition and Characteristics of IoT, Physical Design  of  IoT,  Things in IoT, IoT Protocols, Logical Design of IoT, IoT Functional Blocks,  IoT Communication Models,  IoT Communications APIs, IoT Enabling Technologies, Wireless Sensor Networks, Cloud Computing, Big Data Analytics, Communication Protocols, Embedded Systems.

Introduction, Definition and Characteristics of IoT, Physical Design  of  IoT,  Things in IoT, IoT Protocols, Logical Design of IoT, IoT Functional Blocks,  IoT Communication Models,  IoT Communications APIs, IoT Enabling Technologies, Wireless Sensor Networks, Cloud Computing, Big Data Analytics, Communication Protocols, Embedded Systems.

What is an IoT Device, Exemplary Device: Raspberry Pi, About the Board, Linux on  Raspberry Pi, Raspberry Pi interfaces, Programming Raspberry Pi with Python. Other IoT Devices – pcDuino, BeagleBone Black, Cubieboard.

What is an IoT Device, Exemplary Device: Raspberry Pi, About the Board, Linux on  Raspberry Pi, Raspberry Pi interfaces, Programming Raspberry Pi with Python. Other IoT Devices – pcDuino, BeagleBone Black, Cubieboard.

Home Automation, Cities, Environment, Energy, Retail, Logistics, Agriculture, Industry, Health & Lifestyle.

IoT and M2M – Introduction, M2M, Difference between IoT and M2M, SDN and NFV for  IoT.

Home Automation, Cities, Environment, Energy, Retail, Logistics, Agriculture, Industry, Health & Lifestyle.

IoT and M2M – Introduction, M2M, Difference between IoT and M2M, SDN and NFV for  IoT.

The Arduino Ecosystem, Installing the software, Connecting the Arduino, Opening a sketch, Sketching in code, The Structure of Arduino C, Verifying and Uploading, Working with variables, Making Decisions, Digital Ins and Outs, Analog In, Analog Out.

The Arduino Ecosystem, Installing the software, Connecting the Arduino, Opening a sketch, Sketching in code, The Structure of Arduino C, Verifying and Uploading, Working with variables, Making Decisions, Digital Ins and Outs, Analog In, Analog Out.

   [2]   Pethuru Raj and Anupama C. Raman , “The Internet of Things: Enabling Technologies, Platforms, and Use Cases", CRC Press, 2017.

   [3]  Brian Evans, Beginning Arduino Programming, Apress, 2011

   [2]   Olivier Hersent , David Boswarthick, Omar Elloumi , “The Internet of Things – Key applications and Protocols”, Wiley, 2012.

[3]Peter Waher, “Mastering Internet of Things: Design and create your own IoT applications using Raspberry Pi 3”, Packt Publishing, 2018

ESE 50%

This course helps student to understand image enhancement techniques in spatial domain.This also focuses on classification of images using Matlab

1.     Write a program to display frequency of each pixel occurring in a row of an image.

2.     Write a program to convert color images to Gray scaleImages.

3.     Write a program to perform Rotation of images using differentmethods.

4.     Write a program to perform resizing of images using differentmethods.

5.     Write a program to implement Contraststretching

6.     Write a program to demonstrate smoothening of animage

7.     Write a program to perform non-linear filtering of animage(Median)

8.     Write a program to implement of Edgedetection

9.     Write a program to extract the three color components in theimages

10.  Write a program to perform bit planeslicing.

1.     Write a program to display frequency of each pixel occurring in a row of an image.

2.     Write a program to convert color images to Gray scaleImages.

3.     Write a program to perform Rotation of images using differentmethods.

4.     Write a program to perform resizing of images using differentmethods.

5.     Write a program to implement Contraststretching

6.     Write a program to demonstrate smoothening of animage

7.     Write a program to perform non-linear filtering of animage(Median)

8.     Write a program to implement of Edgedetection

9.     Write a program to extract the three color components in theimages

10.  Write a program to perform bit planeslicing.

ESE 50%

This course is designed to introduce a concept of Business Intelligence for better business decision. Also gives practical knowledge on implementation of Business Intelligence concepts. 

1. Practice various data access methods. Representation formats: CSV, FLV, ARFF, XML.

2. Implement data conversion. eg. CSV2ARFF file format conversion in Java.

3. Configuring and testing the ETL tools.

4. Implement pipeline, sampling.

5. Implement surrogate keys and change in dimensions.

6. Practice data source views, dimensions, hierarchies.

7. Implement OLAP explorative data analysis with Pivot Tables.

8. Implement the metrics.

9. Implement Parent-child hierarchies. ROLAP and MOLAP.

10. Implement SQL reporting services. 

1. Practice various data access methods. Representation formats: CSV, FLV, ARFF, XML.

2. Implement data conversion. eg. CSV2ARFF file format conversion in Java.

3. Configuring and testing the ETL tools.

4. Implement pipeline, sampling.

5. Implement surrogate keys and change in dimensions.

6. Practice data source views, dimensions, hierarchies.

7. Implement OLAP explorative data analysis with Pivot Tables.

8. Implement the metrics.

9. Implement Parent-child hierarchies. ROLAP and MOLAP.

10. Implement SQL reporting services. 

ESE- 50%

UNIX is a multi user and multi-tasking operating system. After learning the concepts of an operating system, it is appropriate to learn how UNIX implements these concepts. The subject is introduced with the features and architecture of UNIX. The file system, Process management and Memory management are discussed to make the students understand the internals of UNIX. Various commands used by UNIX shell is also discussed which makes the users of UNIX comfortable to interact with each other. Bourne shell programming is dealt in depth which can be used to develop applications in UNIX.

Evolution of UNIX – UNIX System Structure – Features of Unix - Operating System Services - Unix Kernel - Locating Commands, Internal and External Commands, Flexibility of Command Usage, man: Browsing and Manual Pages On-line, Understanding the man Documentation.

General Purpose Utilities: cal, date, echo, printf, echo, bc, script, passwd, who, uname, tty, stty.

Evolution of UNIX – UNIX System Structure – Features of Unix - Operating System Services - Unix Kernel - Locating Commands, Internal and External Commands, Flexibility of Command Usage, man: Browsing and Manual Pages On-line, Understanding the man Documentation.

General Purpose Utilities: cal, date, echo, printf, echo, bc, script, passwd, who, uname, tty, stty.

The File, I-nodes – Structure of a regular file. The HOME Variable: The Home Directory, Directory related commands: pwd, mkdir, cd, rmdir. Absolute and relative path names. The UNIX File System. File manipulation commands: cat, cp, rm, mv, more, The lp Subsystem: Printing a File, file, wc, Words and Characters, od, The spell and ispell, cmp, comm, diff. File compression commands: gzip, gunzip, tar, zip, unzip. Basic file attributes: The –d Option: Listing Directory Attributes, File Ownership, File Permissions, chmod: Changing File Permissions, Directory Permissions, Changing File Ownership. Hard links, Symbolic Links, ln, umask, and find.

The File, I-nodes – Structure of a regular file. The HOME Variable: The Home Directory, Directory related commands: pwd, mkdir, cd, rmdir. Absolute and relative path names. The UNIX File System. File manipulation commands: cat, cp, rm, mv, more, The lp Subsystem: Printing a File, file, wc, Words and Characters, od, The spell and ispell, cmp, comm, diff. File compression commands: gzip, gunzip, tar, zip, unzip. Basic file attributes: The –d Option: Listing Directory Attributes, File Ownership, File Permissions, chmod: Changing File Permissions, Directory Permissions, Changing File Ownership. Hard links, Symbolic Links, ln, umask, and find.

Process Basics, Process States and Transitions, ps: Process Status, System Processes (-e or –a), Internal and External Commands, Running Jobs in Background, nice: Job Execution With Low Priority, Killing Processes with Signals, Job Control, at and batch: Execute Later, cron: Running Jobs Periodically, time: Timing Processes. PID and PPID.

Process Basics, Process States and Transitions, ps: Process Status, System Processes (-e or –a), Internal and External Commands, Running Jobs in Background, nice: Job Execution With Low Priority, Killing Processes with Signals, Job Control, at and batch: Execute Later, cron: Running Jobs Periodically, time: Timing Processes. PID and PPID.

The Sample Database, pr: Paginating Files, head: Displaying the Beginning of a File, tail: Displaying the End of a File, cut: Slitting a File Vertically, paste: Pasting Files, sort: Ordering a File, uniq: Locate Repeated and Non repeated Lines, tr: Translating Characters, An Example: Displaying a Word-count List. Filters using regular expressions: grep: Searching for a Pattern, and egrep. Communication: Communicating with Other Users: Who, Mail, Wall, Send, Mesg, Ftp.

The Sample Database, pr: Paginating Files, head: Displaying the Beginning of a File, tail: Displaying the End of a File, cut: Slitting a File Vertically, paste: Pasting Files, sort: Ordering a File, uniq: Locate Repeated and Non repeated Lines, tr: Translating Characters, An Example: Displaying a Word-count List. Filters using regular expressions: grep: Searching for a Pattern, and egrep. Communication: Communicating with Other Users: Who, Mail, Wall, Send, Mesg, Ftp.

The Wild-cards, Escaping and Quoting, Redirection; Review of vi Operations – Different Modes – Saving and Exiting - Accessing Multiple Files - Interacting with Unix - Miscellaneous Commands - Alphabetical List of Keys. Shell variables - Shell Keywords - Positional parameters - Passing command line arguments. Arithmetic in shell scripts - Read and Echo - Control Structures - if-then-fi - if-then-else-fi - Nested if - Case control structure – Loops - while-until –for - break and continue. Shell meta characters - Exporting variables - User defined Functions.

The Wild-cards, Escaping and Quoting, Redirection; Review of vi Operations – Different Modes – Saving and Exiting - Accessing Multiple Files - Interacting with Unix - Miscellaneous Commands - Alphabetical List of Keys. Shell variables - Shell Keywords - Positional parameters - Passing command line arguments. Arithmetic in shell scripts - Read and Echo - Control Structures - if-then-fi - if-then-else-fi - Nested if - Case control structure – Loops - while-until –for - break and continue. Shell meta characters - Exporting variables - User defined Functions.

[1] Sumitabha Das. UNIX Concepts and Applications. 5^th Edition, New Delhi: Tata McGraw Hill, 2013.

[2] Yashavant P Kanetkar. Unix Shell Programming. New Delhi: BPB Publications, 2012.

[1] Maurice J Bach. The Design of Unix Operating System. NewDelhi: Prentice Hall of India Pvt. Ltd, 2012.

[2] Paul Love, Joe Merlino, Craig Zimmerman, Jeremy C. Reed, and Paul Weinstein. Beginning UNIX. New Delhi: Wiley Publishing, Inc, (Wrox Publishing) 2007

ESE - 50%

The Web Technology Lab provides a great opening for those who want to pursue a career in the web development. Student will learn the core concepts of web site design including the wire framing, planning and hosting. This course will help them to create a interactive website with great look and functionality. 

1. Design/Develop a website that consists of minimum 3 pages (Landing page, Content page and Contact us page) with all the possible tags and information.
2. Design/Develop an Online Registration page using HTML Forms.
3. Create a webpage with three different CSS files/ include all type of selector and all 3 types of style sheet.
4. Create a webpage that applies CSS positioning and formatting.
5. Design webpages with JavaScript Form Validation.
6. Design webpages with and Event Handling features.
7. Design a program that demonstrate PHP-MySQL database connection.
8. Demonstrate creation, insertion and updation of table using PHP-MySQL.
9. Design a complete interactive website for portfolio management.
10. Host the website you have created and share the live website link.

1. Design/Develop a website that consists of minimum 3 pages (Landing page, Content page and Contact us page) with all the possible tags and information.
2. Design/Develop an Online Registration page using HTML Forms.
3. Create a webpage with three different CSS files/ include all type of selector and all 3 types of style sheet.
4. Create a webpage that applies CSS positioning and formatting.
5. Design webpages with JavaScript Form Validation.
6. Design webpages with and Event Handling features.
7. Design a program that demonstrate PHP-MySQL database connection.
8. Demonstrate creation, insertion and updation of table using PHP-MySQL.
9. Design a complete interactive website for portfolio management.
10. Host the website you have created and share the live website link.

ESE-50%

This course focuses on developing applications for modern Smartphone operating systems. Most of the course is dedicated to Google's Android. Rapid application development techniques are covered, as well as setup of the development environment, real-world testing, and deployment.

1.      Creating “Hello world” Application.

2.      Creating an Application that displays message based on the screen orientation.

3.      Create an application that displays custom designed Opening Screen.

4.      Create a calculator application using basic views.

5.      Create a Login page for any application.

6.      Create an application to calculate age for a given date of birth using date picker view.

7.      Create an image gallery using image view and select picture from that.

8.      Create menu in Application.

9.      Play an audio, based on the user event.

10.  Read/ write the Local data.

      11.Learn to deploy android Applications

1.      Creating “Hello world” Application.

2.      Creating an Application that displays message based on the screen orientation.

3.      Create an application that displays custom designed Opening Screen.

4.      Create a calculator application using basic views.

5.      Create a Login page for any application.

6.      Create an application to calculate age for a given date of birth using date picker view.

7.      Create an image gallery using image view and select picture from that.

8.      Create menu in Application.

9.      Play an audio, based on the user event.

10.  Read/ write the Local data.

      11.Learn to deploy android Applications

ESE: 50%

To acquire knowledge in three dimensional modelling and animation using  3DS  Max  software and to render the animated scene effectively using light and material design.

1.     Modelling basic objects using standard primitives.

2.     Editing shapes with meshes.

3.     Transformations and filling of  images.

4.     Working with  color palette and layers.

5.     Enhancing objects with lights and shadow.

6.     Enhancing models with materials.

7.     Creation of images with special effects.

8.     Rendering a Scene with layers in the time line.

9.     Keyframe animation.

10.   Rendering the animation.

1.     Modelling basic objects using standard primitives.

2.     Editing shapes with meshes.

3.     Transformations and filling of  images.

4.     Working with  color palette and layers.

5.     Enhancing objects with lights and shadow.

6.     Enhancing models with materials.

7.     Creation of images with special effects.

8.     Rendering a Scene with layers in the time line.

9.     Keyframe animation.

10.   Rendering the animation.

   [2]  K. L. Murdock, 3ds Max 2012 Bible. Wiley, 2011.

   [3]  T. Mullen, Introducing Character Animation with Blender. Sybex, 2007.

ESE: 50%

Apply the knowledge acquired on object oriented programming concepts to develop console, window and web based applications.

1. To implement output parameter and reference parameter
2. To implement the concept of indexers
3. To implement the concept of sealed class
4. To implement the concept of namespace
5. To implement the concept of interfaces
6. To implement the concept of events
7. To implement exception handling
8. To designa calculator in windows form
9. To implement data controls in windows form
10. To implement validation controls in web form
11. To implement Data controls in web form
12. To implement SqlDataReader in ADO.NET
13. To implement Dataset object in ADO.NET

1. To implement output parameter and reference parameter
2. To implement the concept of indexers
3. To implement the concept of sealed class
4. To implement the concept of namespace
5. To implement the concept of interfaces
6. To implement the concept of events
7. To implement exception handling
8. To designa calculator in windows form
9. To implement data controls in windows form
10. To implement validation controls in web form
11. To implement Data controls in web form
12. To implement SqlDataReader in ADO.NET
13. To implement Dataset object in ADO.NET

This course on embedded systems provides the necessary theoretical background to understand and develop practical applications using the Arduino environment. It covers the basics of general embedded systems, standard peripherals and communication, operating systems and Arduino development environment and its applications. This course prepares students to acquire skills for their employability and also entrepreneurship in the future. Unit III caters to national and global needs. 

Introduction, Comparison between embedded systems and general computing system, Major components of an embedded system, Block diagram, Processor embedded into a system, embedded hardware units in a system, Classification of embedded systems, applications, Case study of Digital thermometer, air conditioner, digital Camera,Pacemaker as embedded systems.

Classification of I/Os- synchronous serial input, synchronous serial output, Asynchronous serial input, Asynchronous serial output, parallel port on bit input, parallel port on bit output, parallel port input, parallel port output. Serial communication devices-basics of operating modes, Serial bus communication protocols. Fundamentals of I2C, CAN, USB and firewire (IEEE 1394) protocols, SPI and SCI. Basics of timer and counting devices.

Introduction, Comparison between embedded systems and general computing system, Major components of an embedded system, Block diagram, Processor embedded into a system, embedded hardware units in a system, Classification of embedded systems, applications, Case study of Digital thermometer, air conditioner, digital Camera,Pacemaker as embedded systems.

Classification of I/Os- synchronous serial input, synchronous serial output, Asynchronous serial input, Asynchronous serial output, parallel port on bit input, parallel port on bit output, parallel port input, parallel port output. Serial communication devices-basics of operating modes, Serial bus communication protocols. Fundamentals of I2C, CAN, USB and firewire (IEEE 1394) protocols, SPI and SCI. Basics of timer and counting devices.

Operating system- services of an OS. User and supervisory mode structure, layers at the structure in the system, Kernel and process management function. Introduction to the real-time operating system (RTOS), Basic functions in RTOS, examples of RTOS, Hard real-time and soft real-time operations. Structural units and activities of an RTOS.

Introduction to Arduino environment, features, advantages, Programming overview, variables, logical and math operators. Digital and analog I/O functions, time functions, math functions, Control structure- for, while, case. Arduino IDE, basic program examples. Arduino hardware- types of boards, comparison of specifications, Arduino Uno board- specifications, basic architecture of AVR core, features of Atmega microcontroller.

Operating system- services of an OS. User and supervisory mode structure, layers at the structure in the system, Kernel and process management function. Introduction to the real-time operating system (RTOS), Basic functions in RTOS, examples of RTOS, Hard real-time and soft real-time operations. Structural units and activities of an RTOS.

Introduction to Arduino environment, features, advantages, Programming overview, variables, logical and math operators. Digital and analog I/O functions, time functions, math functions, Control structure- for, while, case. Arduino IDE, basic program examples. Arduino hardware- types of boards, comparison of specifications, Arduino Uno board- specifications, basic architecture of AVR core, features of Atmega microcontroller.

Interfacing of I/O devices, simple analogue and digital input reading with a switch, reading analogue value, getting input from sensors- detecting light (LDR), movement (PIR sensor), sound (microphone, amplifier LM 386), heat (LM 35). Interface for visual output- LED, 7 segments LED and LCD module. Circuit and program examples for each.  Basics of motor driver circuit- H Bridge. Basics of stepper motor, Micro Servo motor interfacing and control programs.

Introduction to ARM processors, specifications, applications in embedded systems design Concept of IOT, basics of IOT architecture and applications.

Interfacing of I/O devices, simple analogue and digital input reading with a switch, reading analogue value, getting input from sensors- detecting light (LDR), movement (PIR sensor), sound (microphone, amplifier LM 386), heat (LM 35). Interface for visual output- LED, 7 segments LED and LCD module. Circuit and program examples for each.  Basics of motor driver circuit- H Bridge. Basics of stepper motor, Micro Servo motor interfacing and control programs.

Introduction to ARM processors, specifications, applications in embedded systems design Concept of IOT, basics of IOT architecture and applications.

[2]. Prasad, K V K K,( 2004).Embedded/real-Time Systems: Concepts, Design and Programming: The Ultimate Reference, Wiley India.

[3]. Bailey, Oliver, (2005). Embedded Systems Design, Dream Tech Press.

[4]. Massimo Banzi, Michael Shiloh, (2007).Make Getting Started With Arduino, (3rd Edition.),.Shroff Publishers & Distributors.

[2]. Michael Margolis, (2011). Arduino Cookbook, O’Reilly Media Inc.

[3]. John Nussey, (2005). Arduino For Dummies, John Wiley & Sons Inc (Sea) Pvt Ltd, 

[4]. Dream Tech Software Team, (2002). Programming for Embedded Systems, Create Tomorrows Embedded Systems Today, Wiley India

Optical fiber communication systems have revolutionized our global telecommunications network. With their very high data rates and capacity, optical fiber systems link continents, countries, cities and end-users. They have enabled the internet and changed our society. This paper provides comprehensive coverage of the field of electronic communication and various technologies using fibre optics. The principles of operation and properties of optoelectronic components, as well as the signal guiding characteristics of glass fibres, are discussed. Units I to III caters to local and regional needs. 

Classification of photonic devices, Interaction of matter and radiations, LED, construction, heterojunction structures, materials, working, characteristics and applications, Semiconductor diode laser, condition for amplification, laser cavity, construction details, characteristics & applications, photodetectors, photoconductors, PIN photodiode, avalanche photodiode, metal-semiconductor-metal (MSM) photo-detector photo-transistor, photomultiplier tube, comparison of photo-detectors.

Classification of photonic devices, Interaction of matter and radiations, LED, construction, heterojunction structures, materials, working, characteristics and applications, Semiconductor diode laser, condition for amplification, laser cavity, construction details, characteristics & applications, photodetectors, photoconductors, PIN photodiode, avalanche photodiode, metal-semiconductor-metal (MSM) photo-detector photo-transistor, photomultiplier tube, comparison of photo-detectors.

Introduction, Historical development, General OFC system, need for lightwave communication, advantages, disadvantages and applications of optical fiber communication, optical fiber waveguides, Ray transmission theory, cylindrical fiber, Types of rays, optical fiber modes and configurations, fiber profiles, cut-off wavelength, and mode field diameter. Optical fiber materials, plastic optical fiber, Speciality optical fiber, photonic crystal fiber, fiber optic cables. Indoor and Outdoor fiber optic cables

Optical amplifiers, Block diagram. Basic applications and types. Semiconductor optical amplifiers (SDA). EDFA (Erbium-doped fiber amplifier). Introduction to optical networks. Network topologies. Introduction to synchronous optical network/synchronous digital hierarchy (SONET/SDH)

Introduction, Historical development, General OFC system, need for lightwave communication, advantages, disadvantages and applications of optical fiber communication, optical fiber waveguides, Ray transmission theory, cylindrical fiber, Types of rays, optical fiber modes and configurations, fiber profiles, cut-off wavelength, and mode field diameter. Optical fiber materials, plastic optical fiber, Speciality optical fiber, photonic crystal fiber, fiber optic cables. Indoor and Outdoor fiber optic cables

Optical amplifiers, Block diagram. Basic applications and types. Semiconductor optical amplifiers (SDA). EDFA (Erbium-doped fiber amplifier). Introduction to optical networks. Network topologies. Introduction to synchronous optical network/synchronous digital hierarchy (SONET/SDH)

Introduction, Attenuation, absorption, scattering losses, bending loss, dispersion, Intra modal dispersion, and Intermodal dispersion. Introduction to couplers & connectors, fiber alignment and joint loss, single-mode fiber joints, fiber splices, fiber connectors and fiber couplers. Optical Receiver Operation, receiver sensitivity, quantum limit, coherent detection, Analog receivers & Digital receivers, Analog links, Introduction, an overview of analogue links, carrier noise ratio (CNR), multichannel transmission techniques,  Digital links – Introduction, Overview of digital links.

Introduction, Attenuation, absorption, scattering losses, bending loss, dispersion, Intra modal dispersion, and Intermodal dispersion. Introduction to couplers & connectors, fiber alignment and joint loss, single-mode fiber joints, fiber splices, fiber connectors and fiber couplers. Optical Receiver Operation, receiver sensitivity, quantum limit, coherent detection, Analog receivers & Digital receivers, Analog links, Introduction, an overview of analogue links, carrier noise ratio (CNR), multichannel transmission techniques,  Digital links – Introduction, Overview of digital links.

[2]. John M. Senior, (2013). Optical fiber communications- Principles & Practice, (3^rd Edition), Pearson.

 [2]. J.Wilson, J.F.B . Hawkes(2010.). Optoelectronics-An Introduction, (2^nd Edition), PHI.

This Paper will enable the students to get a thorough knowledge of measuring instruments and their measuring techniques. Any instrument consists of an input sensing element or transducer, signal conditioner and display unit. So the basic principles and applications of the transducers, signal conditioners, data acquisition systems and digital instruments are covered. The students are introduced to biomedical instrumentation as it is an emerging area of instrumentation and pc based on instrumentation. Units II and III caters to regional and national needs.

Introduction, Basic concepts of measurement, Block diagram of a measurement system, Performance characteristics: static and dynamic Errors in measurement, Types of errors, sources of errors, dynamic characteristics.

 Electrical transducers,  Selecting a transducer, classification of transducers-, Resistive, capacitive and inductive transducers- Strain gauge- types- un-bonded, bonded metal wire, foil and semiconductor types, Thermistor - temp characteristics, Thermocouple, IC temperature sensors LM 34/35 Resistance thermometer,  Inductive transducers-Reluctance type- Linear variable differential transformer (LVDT), Capacitive transducer, Pressure transducer, Photoelectric transducers, Piezoelectric transducer.

Introduction, Basic concepts of measurement, Block diagram of a measurement system, Performance characteristics: static and dynamic Errors in measurement, Types of errors, sources of errors, dynamic characteristics.

 Electrical transducers,  Selecting a transducer, classification of transducers-, Resistive, capacitive and inductive transducers- Strain gauge- types- un-bonded, bonded metal wire, foil and semiconductor types, Thermistor - temp characteristics, Thermocouple, IC temperature sensors LM 34/35 Resistance thermometer,  Inductive transducers-Reluctance type- Linear variable differential transformer (LVDT), Capacitive transducer, Pressure transducer, Photoelectric transducers, Piezoelectric transducer.

Introduction, Block diagram of signal conditioning, Voltage to Current converter, Current to Voltage converter, and the expression for output. Practical integrator and differentiator circuit, frequency response, Logarithmic amplifier, circuit description and output expression.Basic Instrumentation amplifier- important features, basic instrumentation amplifier- block diagram, realization using 3 op-amps, differential instrumentation amplifier using transducer Bridge, output voltage derivation.

Introduction, general data acquisition system (DAS), the objective of DAS, Single-channel and multi-channel DAS block diagrams qualitative description, Functional blocks of a data acquisition configuration, Digital to Analog converter- R-2R ladder and binary-weighted ladder circuits, brief analysis, D to A using op-amp summing amplifier, Analog to Digital converter- Successive approximation method, Flash ADC, block diagram explanation, Introduction to Lab view.

Introduction, Block diagram of signal conditioning, Voltage to Current converter, Current to Voltage converter, and the expression for output. Practical integrator and differentiator circuit, frequency response, Logarithmic amplifier, circuit description and output expression.Basic Instrumentation amplifier- important features, basic instrumentation amplifier- block diagram, realization using 3 op-amps, differential instrumentation amplifier using transducer Bridge, output voltage derivation.

Introduction, general data acquisition system (DAS), the objective of DAS, Single-channel and multi-channel DAS block diagrams qualitative description, Functional blocks of a data acquisition configuration, Digital to Analog converter- R-2R ladder and binary-weighted ladder circuits, brief analysis, D to A using op-amp summing amplifier, Analog to Digital converter- Successive approximation method, Flash ADC, block diagram explanation, Introduction to Lab view.

Digital voltmeter, performance characteristics, ramp type and dual slope type digital voltmeters, Digital multimeter, resolution and sensitivity of digital multimeter. LCR Meter, Signal generator, Function generator, CRT, vertical and horizontal deflection, Storage Oscilloscopes- analogue and digital, Bio-Medical instrumentation- Bioelectric potentials, ECG, EEG, EMG.                                                                                                 The general form of PC based instrumentation system Data acquisition using serial interfaces, serial connection formats, serial communication modes, serial interface standards (RS 232), Features of USB, i2c, spi BUS type of communication protocols.

Digital voltmeter, performance characteristics, ramp type and dual slope type digital voltmeters, Digital multimeter, resolution and sensitivity of digital multimeter. LCR Meter, Signal generator, Function generator, CRT, vertical and horizontal deflection, Storage Oscilloscopes- analogue and digital, Bio-Medical instrumentation- Bioelectric potentials, ECG, EEG, EMG.                                                                                                 The general form of PC based instrumentation system Data acquisition using serial interfaces, serial connection formats, serial communication modes, serial interface standards (RS 232), Features of USB, i2c, spi BUS type of communication protocols.

[2]. W.D. Cooper, A.D. Helfrick, (2008). Electronic Instrumentation and Measuring Techniques, 3^rd Edition, PHI.

[2]. C.S.Rangan, G.R.Sarma, VSV Mani, (2008).Instrumentation devices and systems,(2^nd Edition.), TMH.

[3]. N. Mathivanan (2011).PC based instrumentation, (3^rd Edition.), PHI.

This paper is designed to understand the fundamentals of signals, systems and digital signal processing. Digital and analogue signals are introduced, followed by their processing through various mathematical techniques. Basic concepts for continuous-time and discrete-time signals in the time and frequency domains are also covered. Electronic systems are introduced with the relation between the output and the input. The mathematical modelling of different types of systems is also detailed.

Introduction and Classification of signals: Definition of signal and systems, communication and control systems as examples. Sampling of analogue signals, Continuous-time and discrete-time signals, Classification of signals as even, odd, periodic and non-periodic, deterministic and non-deterministic, energy and power. Elementary signals/Functions: exponential, sine, impulse, step and its properties, ramp, rectangular, triangular, signum, sync functions. Operations on signals: Amplitude scaling, addition, multiplication, differentiation, integration, time scaling, time-shifting and time folding.

Introduction and Classification of signals: Definition of signal and systems, communication and control systems as examples. Sampling of analogue signals, Continuous-time and discrete-time signals, Classification of signals as even, odd, periodic and non-periodic, deterministic and non-deterministic, energy and power. Elementary signals/Functions: exponential, sine, impulse, step and its properties, ramp, rectangular, triangular, signum, sync functions. Operations on signals: Amplitude scaling, addition, multiplication, differentiation, integration, time scaling, time-shifting and time folding.

Signal sensing and acquisition: Basic Architectural features, DSP Computational Building Blocks, Bus Architecture and Memory, Data Addressing Capabilities, Address Generation Unit, Programmability and Program Execution, Speed Issues, Hardware looping, Interrupts, Stacks, Relative Branch support, Pipelining and Performance, Pipeline Depth, Interlocking, Branching effects, Interrupt effects, Pipeline Programming models.

Signal sensing and acquisition: Basic Architectural features, DSP Computational Building Blocks, Bus Architecture and Memory, Data Addressing Capabilities, Address Generation Unit, Programmability and Program Execution, Speed Issues, Hardware looping, Interrupts, Stacks, Relative Branch support, Pipelining and Performance, Pipeline Depth, Interlocking, Branching effects, Interrupt effects, Pipeline Programming models.

Commercial Digital signal-processing Devices, Data Addressing modes of TMS320C67XX DSPs, Data Addressing modes of TMS320C6713 Processor, Memory space of the Processor, Program Control, instructions and Programming, On-Chip Peripherals, Interrupts of the processor, Pipeline Operations. Qualitative transformations on signals - Fourier transformations (qualitative).

Commercial Digital signal-processing Devices, Data Addressing modes of TMS320C67XX DSPs, Data Addressing modes of TMS320C6713 Processor, Memory space of the Processor, Program Control, instructions and Programming, On-Chip Peripherals, Interrupts of the processor, Pipeline Operations. Qualitative transformations on signals - Fourier transformations (qualitative).

 [2]. A. Anand Kumar, (2013). Signals and Systems (3^rd Edition), PHI.

 [3]. P. Ramesh Babu, (2014). Digital Signal Processing, 6^th Edition, Scitech.

 [2]. Taan S. ElAli, (2012). Discrete Systems and Digital Signal Processing with Matlab, (2^nd Edition.), Taylor and Francis.

This practical course covers the study of the Arduino development platform, writing the programs and implementing practical applications using Arduino Uno.

The course has a provision for conducting all the experiments virtually using an online tool in tinkercad.com. This course focusses on electronics design skills for employment and entrepreneurship.

1. Installation and setting up of Arduino

2. Uploading and running sample programs

3. Interfacing of LED

4. Fading of LED using PWM

5. Reading analog voltage using Potentiometer

6. Interfacing of Pushbuttons

7. Interfacing of a Photo Resistor (LDR)

8. Interfacing of a Relay

9. Interfacing of a dc Motor

10. Interfacing of a Single Servo

11. Interfacing Liquid crystal display (LCD) module

12. Interfacing Ultra sound Sensor for distance measurement

1. Installation and setting up of Arduino

2. Uploading and running sample programs

3. Interfacing of LED

4. Fading of LED using PWM

5. Reading analog voltage using Potentiometer

6. Interfacing of Pushbuttons

7. Interfacing of a Photo Resistor (LDR)

8. Interfacing of a Relay

9. Interfacing of a dc Motor

10. Interfacing of a Single Servo

11. Interfacing Liquid crystal display (LCD) module

12. Interfacing Ultra sound Sensor for distance measurement

[2].Michael Margolis, (2011).Arduino Cookbook, O’Reilly Media Inc.

This course describes the technical features and specifications of the optical fiber communication training kit. Students will be able to perform different types of experiments to understand basic fiber optical communications. The kit demonstrates the properties of fiber optic transmitters and receivers, characteristics of fiber optic cables, different types of modulation and demodulation techniques, and PC to PC communication via fiber optic link using the RS232 interface. It can also be used to demonstrate various digital communication techniques via fiber-optic links.

1.     Setting up an Analog and Digital fiber link

2.     Measurement of Propagation or Attenuation Loss in the optical fiber

3.     Study of bending loss in optical fiber

4.     Calculation of Numerical Aperture of optical fiber

5.     Study of V I characteristics of Light-emitting diode

6.     Study the characteristics of Photodiode and phototransistor

7.     Study of voice transmission through fiber optic link

8.     PC to PC communications through fiber optic link

 9.     Study of modulation techniques (AM, FM, and PWM)

1.     Setting up an Analog and Digital fiber link

2.     Measurement of Propagation or Attenuation Loss in the optical fiber

3.     Study of bending loss in optical fiber

4.     Calculation of Numerical Aperture of optical fiber

5.     Study of V I characteristics of Light-emitting diode

6.     Study the characteristics of Photodiode and phototransistor

7.     Study of voice transmission through fiber optic link

8.     PC to PC communications through fiber optic link

 9.     Study of modulation techniques (AM, FM, and PWM)

[2]. John M. Senior, (2013). Optical fiber communications- Principles & Practice, (3^rd Edition), Pearson.

[3]. Scientech 2501 optical fiber communication trainer kit reference manual and tutorials.

[4]. Opti system 17.1 user’s manual and tutorials (www.optiwave.com).

[2]. J.Wilson, J.F.B . Hawkes (2010.). Optoelectronics-An Introduction, (2^nd Edition), PHI.

This course provides laboratory hours that allow students the opportunity to enhance their understanding of how to construct, analyse and troubleshoot basic signal conditioning and instrumentation amplifier circuits using basic ICs and discrete components. These topics will enhance their basic skills which in turn can be useful for global industrial requirements.

1.     Op-amp Integrator –Frequency response & waveforms.

2.     Op-amp Differentiator –Frequency response & waveforms.

3.     Capacitance Meter using IC 555

4.     Instrumentation amplifier.

5.     DAC with binary-weighted resistors 

6.     Study of DAC using IC 0804

7.     Interfacing of an ADC to a Computer port

8.     Flash ADC – IC Quad op-amp

9.     Frequency counter

10.  Familiarization with basic transducers by using a trainer kit.

11.  Characteristics of a phototransistor

12.  Acquisition of temperature sensor data through bridge circuit and Instrumentation amplifier.

1.     Op-amp Integrator –Frequency response & waveforms.

2.     Op-amp Differentiator –Frequency response & waveforms.

3.     Capacitance Meter using IC 555

4.     Instrumentation amplifier.

5.     DAC with binary-weighted resistors 

6.     Study of DAC using IC 0804

7.     Interfacing of an ADC to a Computer port

8.     Flash ADC – IC Quad op-amp

9.     Frequency counter

10.  Familiarization with basic transducers by using a trainer kit.

11.  Characteristics of a phototransistor

12.  Acquisition of temperature sensor data through bridge circuit and Instrumentation amplifier.

[1]. H.S.Kalsi,(2010). Electronic Instrumentation, (2^nd Edition), TMH,.

[2]. W.D. Cooper, A.D. Helfrick, (2008). Electronic Instrumentation and Measuring Techniques, 3^rd Edition, PHI.

[1]. A.K. Sawhney, Dhanpat Rai & sons, (2008). A Course in Electrical, Electronics Measurement and Instrumentation, BPB publications.

[2]. C.S.Rangan, G.R.Sarma, VSV Mani, (2008).Instrumentation devices and systems,(2^nd Edition.), TMH.

[3]. N. Mathivanan (2011).PC-based instrumentation, (3^rd Edition.), PHI.

This practical course covers the fundamentals of signals and systems. Basic simulation of signals and systems and signal processing through various mathematical techniques using GNU Octave /MATLAB/Python will be carried out. 

1. Introduction to Octave

2. Plotting Elementary signals

3. Plotting of continuous-time and discrete-time signals

4. Sampling of signals

5. Periodic and non-periodic signals

6. Even and odd signals

7. Operations on signals for the independent variable

8. Operations on signals for the dependent variable

9. Modulation of signals

1. Introduction to Octave

2. Plotting Elementary signals

3. Plotting of continuous-time and discrete-time signals

4. Sampling of signals

5. Periodic and non-periodic signals

6. Even and odd signals

7. Operations on signals for the independent variable

8. Operations on signals for the dependent variable

9. Modulation of signals

[1]. Alan V. Oppenheim, Alan S.Willsky, S.Hamid Nawab, (2015).Signals and Systems, (62nd Edition), Peason.

[2]. A. Anand Kumar, (2013).Signals and Systems, (3^rd Edition.), PHI.

[3]. Nagoor Kani, (2010).Signals and Systems, (2^nd Edition.), McGraw Hill Education.

[1]. Alan V. Oppenheim, Alan S.Willsky, S.Hamid Nawab, (2015).Signals and Systems, (62nd Edition), Peason.

[2]. A. Anand Kumar, (2013).Signals and Systems, (3^rd Edition.), PHI.

[3]. Nagoor Kani, (2010).Signals and Systems, (2^nd Edition.), McGraw Hill Education.

Course Description:

This course aims at developing the ability to write the mathematical proofs. It helps the students to understand and appreciate the beauty of the abstract nature of mathematics and also to develop a solid foundation of theoretical mathematics.

Course Objectives : This course will help the learner to

COBJ1. understand the theory of matrices, concepts in vector spaces and Linear Transformations.

COBJ2. gain problems solving skills in solving systems of equations using matrices, finding eigenvalues and eigenvectors, vector spaces and linear transformations.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Elementary row operations, rank, inverse of a matrix using row operations, Echelon forms, normal forms, system of homogeneous and non-homogeneous equations, Cayley Hamilton theorem, eigenvalues and eigenvectors, diagonalization of square matrices.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Vector space-examples and properties, subspaces-criterion for a subset to be a subspace, linear span of a set, linear combination, linear independent and dependent subsets, basis and dimensions, and standard properties.

Linear transformations, properties, matrix of a linear transformation, change of basis, range and kernel, rank and nullity, rank-nullity theorem, non-singular linear transformation, eigenvalues and eigenvectors of a linear transformation.

Linear transformations, properties, matrix of a linear transformation, change of basis, range and kernel, rank and nullity, rank-nullity theorem, non-singular linear transformation, eigenvalues and eigenvectors of a linear transformation.

Linear transformations, properties, matrix of a linear transformation, change of basis, range and kernel, rank and nullity, rank-nullity theorem, non-singular linear transformation, eigenvalues and eigenvectors of a linear transformation.

Linear transformations, properties, matrix of a linear transformation, change of basis, range and kernel, rank and nullity, rank-nullity theorem, non-singular linear transformation, eigenvalues and eigenvectors of a linear transformation.

Linear transformations, properties, matrix of a linear transformation, change of basis, range and kernel, rank and nullity, rank-nullity theorem, non-singular linear transformation, eigenvalues and eigenvectors of a linear transformation.

Linear transformations, properties, matrix of a linear transformation, change of basis, range and kernel, rank and nullity, rank-nullity theorem, non-singular linear transformation, eigenvalues and eigenvectors of a linear transformation.