Department of IT
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M.Tech
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CO |
Subject Name -CO Statements |
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MC101 |
MC101-Mathematical Foundations of Computer Science |
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MC101.1 |
Student would be able to understand the basic notion of Discrete and Continuous Probability. |
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MC101.2 |
To understand the methods of statistical inference and the role of that sampling distribution play in those methods. |
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MC101.3 |
To understand the Random samples, sampling distribution of estimators, methods of moment. |
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MC101.4 |
Able to perform correct and meaningful statistical analysis of sample to moderate complexity. |
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MC101.5 |
To understand the graph theory, Isomorphisms, planar graph, graph coloring, Hamiltonian circuits. |
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MC101.6 |
To understand Computer science and Engineering Applications in various domains like Data Mining, N/W protocols, S/W Engineering. |
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MC102 |
MC102-Advanced Data Structures |
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MC102.1 |
Understand The Implementation Of Symbol Table Using Hashing Techniques. |
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MC102.2 |
Apply The Knowledge To Identify The Appropriate Data Structure For Solving Computing Problems. |
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MC102.3 |
Apply The Skills In Analyzing The Performance Of The Data Structures Such As Stacks Queues, Trees, Hash Tables, Search Trees, Graphs |
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MC102.4 |
Students Will Be Able To Apply The Learned Concepts In Various Domains Like Dbms And Compiler Construction. |
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MC102.5 |
Develop Algorithms For Text Processing Applications. |
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MC102.6 |
Identify Suitable Data Structures And Develop Algorithms For Computational Geometry Problems. |
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MC103 |
MC103-Python Programming |
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MC103.1 |
Examine Python syntax and semantics and be fluent in the use of Python flow control and functions. |
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MC103.2 |
Demonstrate proficiency in handling Strings and File Systems. |
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MC103.3 |
Create, run and manipulate Python Programs using core data structures like Lists, Dictionaries and use Regular Expressions. |
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MC103.4 |
Interpret the concepts of Object-Oriented Programming as used in Python |
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MC103.5 |
Implement applications related to Network Programming in Python. |
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MC103.6 |
Implement applications related to Web Services and Databases in Python. |
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MC104 |
MC104-Software Project Management |
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MC104.1 |
Gain the knowledge of software economics,phases in life cycle of software development |
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MC104.2 |
Analyze the major and minor milestones,artifacts and metrics from management and technical perspective |
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MC104.3 |
Design and develop software products using conventional and modern priniciples of software project management |
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MC104.4 |
Apply the concept of project management and planning |
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MC104.5 |
Apply the concept of project organization and responsibilities |
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MC104.6 |
Apply the concept of project control and process instrumentation |
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MC105 |
MC105-Research Methodology & IPR |
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MC105.1 |
To be able to identify research problems in various fields |
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MC105.2 |
To be able to approach investigations scientifically in order to find solutions for research problems of interest |
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MC105.3 |
To know how to undertake literature review for knowing the state of the art in the areas of interest |
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MC105.4 |
To know how to put forward the research problems, findings, analyses and interpretations effectively |
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MC105.5 |
To know how to take ownership of new findings through intellectual property right laws |
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MC105.6 |
Comprehend concepts related to patents, trademark and copyright. |
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MC106 |
MC106-English for Research Paper Writing |
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MC106.1 |
Students will paraphrase information from outside sources effectively and accurately |
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MC106.2 |
Practice writing through assignments that ask you to plan, draft, revise and edit your essays over time. |
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MC106.3 |
Students will attain and enhance competence in the four modes of literacy: writing, speaking, reading & listening |
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MC106.4 |
Students will increase their reading speed and comprehension of academic articles |
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MC106.5 |
Students will enlarge their vocabulary by keeping a vocabulary journal |
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MC106.6 |
Students will strengthen their ability to write academic papers, essays and summaries using the process approach. |
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MC107 |
MC107-Advanced Data Structures Lab |
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MC107.1 |
Ability to select the data structures that efficiently model the information in a problem. |
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MC107.2 |
Ability to assess efficiency trade-offs among different data structure implementations or combinations. |
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MC107.3 |
Implement and know the application of algorithms for sorting and pattern matching |
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MC107.4 |
Design programs using a variety of data structures, including hash tables, binary and general tree structures, search trees, tries, heaps, graphs, and B-trees. |
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MC107.5 |
Ability to Write programs for implementing insertion and deletion operations of linear and nonlinear data structures. |
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MC107.6 |
Have practical knowledge on the applications of data structures |
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MC108 |
MC108-Python Programming Lab |
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MC108.1 |
Implement Conditionals and Loops for Python Programs |
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MC108.2 |
Use functions and represent Compound data using Lists, Tuples and Dictionaries |
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MC108.3 |
Read and write data from & to files in Python and develop Application using Pygame |
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MC108.4 |
Student should be able to understand the basic concepts scripting and the contributions of scripting language |
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MC108.5 |
Ability to explore python especially the object-oriented concepts, and the built-in objects of Python. |
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MC108.6 |
Ability to create practical and contemporary applications such as TCP/IP network programming, Web applications, discrete event simulations |
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MC109 |
MC109-Web Technologies |
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MC109.1 |
To gain knowledge of client-side scripting, validation of forms and AJAX programming |
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MC109.2 |
Understand server-side scripting with PHP language |
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MC109.3 |
Understand what is XML and how to parse and use XML Data with Java |
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MC109.4 |
To introduce Server-side programming with Java Servlets |
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MC109.5 |
To introduce Server-side programming with JSP |
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MC109.6 |
To gain knowledge on Database Programming using PHP, JDBC and JSP |
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MC110 |
MC110-Information Security |
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MC110.1 |
To understand security attacks,service mechanisms,substitution and transposition techniques,DES,differential and linear cryptanalysis,Block cipher Design,key Distribution. |
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MC110.2 |
To learn symmetric and asymmetric cryptography algorithms, knowledge on MAC, Hash functions &Authentication Applications. |
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MC110.3 |
To have Knowledge of Email security & Digital signatures. |
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MC110.4 |
To have Knowledge of IP Security Architecture & Web security Requirements. |
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MC110.5 |
To Understand Intruders, Virus &Worms. |
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MC110.6 |
To learn Case Studies on Cryptography & Security. |
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MC111 |
MC111-Machine Learning |
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MC111.1 |
Gain knowledge about basic concepts of Machine Learning |
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MC111.2 |
Identify machine learning techniques suitable for a given problem |
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MC111.3 |
Solve the problems using various machine learning techniques |
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MC111.4 |
Extract features that can be used for a particular machine learning approach in various IOT applications. |
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MC111.5 |
To compare and contrast pros and cons of various machine learning techniques and to get an insight of when to apply a particular machine learnig approach. |
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MC111.6 |
To mathematically analyze various machine learning approaches and paradigms. |
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MC112 |
MC112-Big Data Analytics |
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MC112.1 |
Understand the key issues in big data management and its associated applications in intelligent business and scientific computing. |
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MC112.2 |
Acquire fundamental enabling techniques and scalable algorithms like Hadoop, Map Reduce and NO SQL in big data analytics. |
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MC112.3 |
Interpret business models and scientific computing paradigms, and apply software tools for big data analytics. |
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MC112.4 |
Achieve adequate perspectives of big data analytics in various applications like recommender systems, social media applications etc. |
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MC112.5 |
Ability to recognize and implement various ways of selecting suitable model parameters for different machine learning techniques. |
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MC112.6 |
Ability to solve problems associated with batch learning and online learning, and the big data characteristics such as high dimensionality, dynamically growing data and in particular scalability issues. |
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MC113 |
MC113-Web Technologies Lab |
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MC113.1 |
Implement PHP scripting for server-side programming |
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MC113.2 |
Developing web pages using XML and using XML parsers in Java . |
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MC113.3 |
Create dynamic web pages using server side programming with Java Servlets . |
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MC113.4 |
Implement the knowledge of JSP in server side programming. |
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MC113.5 |
Develop web pages with client side scripting using Javascript . |
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MC113.6 |
To understand and implement advanced concepts like AJAX, Database connectivity using PHP, Servlets and JSP. |
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MC114 |
MC114-Machine Learning Lab |
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MC114.1 |
Understand Complexity Of Machine Learning Algorithms And Their Limitations. |
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MC114.2 |
Understand Modern Notions In Data Analysis-Oriented Computing. |
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MC114.3 |
Be Capable Of Confidently Applying Common Machine Learning Algorithms In Practice And Implementing Their Own. |
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MC114.4 |
Be Capable Of Performing Experiments In Machine Learning Using Real-World Data. |
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MC114.5 |
Apply Theoretical/Practical Foundations Of Decision Trees To Identify Best Split And Bayesian Classifier To Label Data Points. |
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MC114.6 |
Illustrate The Working Of Classifier Models Like Svm, Neural Networks And Identify Classifier Model For Typical Machine Learning Applications. |
