Random Variables: Discrete and Continuous random variables, Joint distribution, Probability distribution function, conditional distribution.Mathematical Expectations: Moments, Moment Generating Functions, variance and correlation coefficients, Chebyshev’s Inequality, Skewness and Kurtosis.
7 hrs
Unit 2
Binomial distribution, Normal Distribution, Poisson Distribution and their relations, Uniform Distribution, Exponential Distribution. Correlation: Karl Pearson’s coefficient, Rank correlation. Curve fitting. Line of Regression.
5 hrs
Unit 3
Historical development, Engineering Applications of Optimization, Formulation of Design Problems as a Mathematical Programming Problems, Classification of Optimization Problems
8 hrs
Unit 4
Classical Optimization using Differential Calculus: Single Variable and Multivariable Optimization with & without Constraints, Langrangian theory, Kuhn Tucker conditions
6 hrs
Unit 5
Linear Programming: Simplex method, Two Phase Method and Duality in Linear Programming. Application of Linear Programming: Transportation and Assignment Problems.
Introduction to Technical Communication - Definition of technical communication, Aspects of technical communication, forms of technical communication, importance of technical communication, technical communication skills (Listening, speaking, writing, reading writing), linguistic ability, style in technical communication.
4 hrs
Unit 2
Comprehension of Technical Materials/Texts and Information Design & development - Reading of technical texts, Readingand comprehending instructions and technical manuals, Interpreting and summarizing technical texts, Note -making. Introduction of different kinds of technical documents, Information collection, factors affecting information and document design, Strategies for organization, Information design and writing for print and online media.
6 hrs
Unit 3
Technical Writing, Grammar and E diting- Technical writing process, forms of technical discourse, Writing, drafts and revising, Basics of grammar, common error in writing and speaking, Study of advanced grammar, Editing strategies to achieve appropriate technical style, Introduction to ad vanced technical communication. Planning, drafting and writing Official Notes, Letters, E -mail, Resume, Job Application, Minutes of Meetings.
8 hrs
Unit 4
Advanced Technical Writing - Technical Reports, types of technical reports, Characteristics and formats and st ructure of technical reports. Technical Project Proposals, types of technical proposals, Characteristics and formats and structure of technical proposals. Technical Articles, types of technical articles, Writing strategies, structure and formats of technical articles.
Basic economic concepts- Meaning, nature and scope of economics, deductive vs inductive methods, static and dynamics, Economic problems: scarcity and choice, circular flow of economic activity, national income -concepts and measurement.
4 hrs
Unit 2
Demand and Supply analysis- Demand-types of demand, determinants of demand, demand function, elasticity of demand, demand forecasting –purpose, determinants and methods, Supply-determinants of supply, supply function, elasticity of supply.
5 hrs
Unit 3
Production and Cost analysis- Theory of production - production function, law of variable proportions, laws of returns to scale, production optimization, least cost combination of inputs, isoquants. Cost concepts -explicit and implicit cost, fixed and variable cost, opportunity cost, sunk costs, cost function, cost curves, cost and output decisions, cost estimation.
Financial statement analysis- Balance sheet and related concepts, profit and loss statement and related concepts, financial ratio analysis, cash -flow analysis, funds - flow analysis, comparative financial statement, analysis and interpretation of financial statements, capital budgeting techniques.
Fundamental concepts: Number systems and codes, Basic logic Gates and Boolean algebra: Sign & magnitude representation, Fixed point representation, complement notation, various codes & arithmetic in different codes & their inter conversion. Features of logic algebra, postulates of Boolean algebra.Theorems of Boolean algebra.
8 hrs
Unit 2
Minimization Techniques and Logic Gates: Principle of Duality - Boolean expression -Minimization of Boolean expressions –– Minterm – Maxterm - Sum of Products (SOP) – Product of Sums (POS) – Karnaugh map Minimization – Don’t care conditions – Quine - McCluskey method of minimization.
8 hrs
Unit 3
Digital Logic Gate Characteristics: TTL logic gate characteristics. Theory & operation of TTL NAND gate circuitry. Open collector TTL. Three state output logic. TTL subfamilies.MOS& CMOS logic families. Realization of logic gates in RTL, DTL, ECL, C-MOS & MOSFET.
Stacks: Basic Stack Operations, Representation of a Stack using Static Array and Dynamic Array, Multiple stack implementation using single array, Stack Applications: Reversing list, Factorial Calculation, Infix to postfix Transformation, Evaluating Arithmetic Expressions and Towers of Hanoi.
8 hrs
Unit 2
Queues: Basic Queue Operations, Representation of a Queue using array, Implementation of Queue Operations using Stack, Applications of Queues - Round Robin Algorithm. Circular Queues, DeQueue Priority Queues. Linked Lists:Introduction, single linked list, representation of a l inked list in memory, Different Operations on a Single linked list, Reversing a single linked list, Advantages and disadvantages of single linked list, circular linked list, double linked list and Header linked list.
Trees: Definition o f tree, Properties of tree, Binary Tree, Representation of Binary trees using arrays and linked lists, Operations on a Binary Tree, Binary Tree Traversals (recursive), Binary search tree, B-tree, B+ tree, AVL tree, Threaded binary tree.
7 hrs
Unit 5
Graphs: Basic concepts, Different representations of Graphs, Graph Traversals (BFS & DFS), Minimum Spanning Tree(Prims &Kruskal), Dijkstra’s shortest path algorithms.Hashing: Hash function, Address calculation techniques, Common hashing functions, Collision resolution: Linear and Quadratic probing, Double hashing.
Introduction to different programming paradigm, characteristics of OOP, Class, Object, data member, member function, structures in C++, different access specifiers, defining member function inside and outside class, array of objects.
8 hrs
Unit 2
Concept of reference, dynamic memory allocation using new and delete operators, inline functions, function overloading, function with default arguments, constructors and destructors, friend function and classes, using this pointer.
8 hrs
Unit 3
Inheritance, types of inheritance, multi ple inheritance, virtual base class, function overriding, abstract class and pure virtual function
9 hrs
Unit 4
Constant data member and member function, static data member and member function, polymorphism, operator overloading, dynamic binding and virtual function
9 hrs
Unit 5
Exception handling, Template, Stream class, File handling.
Introduction, software life -cycle models, software requirements specification, formal requirements specification, verification and validation.
8 hrs
Unit 2
Software Project Management: Objectives, Resources and their estimation, LOC and FP estimation, effort estimation, COCOMO estimation model, risk analysis, software project scheduling.
8 hrs
Unit 3
Requirement Analysis: Requirement analysis tasks, Anal ysis principles. Software prototyping and specification data dictionary, Finite State Machine (FSM) models. Structured Analysis: Data and control flow diagrams, control and process specification behavioral modeling
8 hrs
Unit 4
Software Design: Design fundamentals, Effective modular design: Data architectural and procedural design, design documentation.
8 hrs
Unit 5
Object Oriented Analysis: Object oriented Analysis Modeling, Data modeling. Object Oriented Design: OOD concepts, Class and object relationships, object modularization, Introduction to Unified Modeling Language
Write a simple C program on a 32 bit compiler to understand the concept of array storage, size of a word. The program shall be written illustrating the concept of row major and column major storage. Find the address of element and verify it with the theoretical value. Program may be written for arrays up to 4-dimensions.
Simulate a stack, queue, circular queue and dequeue using a one dimensional array as storage element. The program should implement the basic addition, deletion and traversal operations.
Represent a 2 -variable polynomial using array. Use this representation to implement addition of polynomials
Represent a sparse matrix using array. Implement addition and transposition operations using the representation.
Implement singly, doubly and circularly connected linked lists illustrating operations like addition at different locations, deletion from specified locations and traversal.
Repeat exercises 2, 3 & 4 with linked structure.
Implementation of binary tree with operations like addition, deletion, traversal.
Depth first and breadth first traversal of graphs represented using adjacency matrix and list.
Implementation of binary search in arrays and on linked Binary Search Tree.
Implementation of different sorting algorithm like insertion, quick, heap, bubble and many more sorting algorithms.
3AID4-22
Object Oriented Programming Lab
1.5 credits0L + 0T + 3P100 marks (IA 60 + ETE 40)
List of experiments (12)
Understand the basics of C++ library, variables, data input-output.
C++ program using with the concept of structures.
Implement class and object concepts and function overloading.
Write programs to understand dynamic memory allocation and array of objects.
Program to understand different types of constructors and destructor.
Implement friend function to access private data of a class and usage of this pointer.
Write programs to understand the usage of constant data member and member function, static data member and member function in a class.
Implement different types of inheritance, function overriding and virtual function
Implement Operator overloading concepts.
Write programs to understand function template and class template.
Write programs to understand exception handling techniques.
Write programs to understand file handling techniques.
3AID4-23
Software Engineering Lab
1.5 credits0L + 0T + 3P100 marks (IA 60 + ETE 40)
List of experiments (7)
Development of requirements specification, function oriented design using SA/SD, object -oriented design using UML, test case design, implementation using Java and testing. Use of appropriate CASE tools and other tools such as configuration management tools, program analysis tools in the software life cycle.
Develop Software Requirements Specification (SRS) for a given problem in IEEE template.
Develop DFD model (level-0, level-1 DFD and Data dictionary) of the project.
Develop structured design for the DFD model developed.
Developed all Structure UML diagram of the given project.
Develop Behavior UML diagram of the given project.
Manage file, using ProjectLibre project management software tool.
3AID4-24
Digital Electronics Lab
1.5 credits0L + 0T + 3P100 marks (IA 60 + ETE 40)
List of experiments (10)
To verify the truth tables of basic logic gates: AND, OR, NOR, NAND, NOR. Also to verify truth table of Ex-OR, Ex-NOR (For 2, 3, & 4 inputs using gateswith 2, 3, & 4 inputs).
To verify the truth table of OR, AND, NOR, Ex-OR, Ex-NOR realized usingNAND& NOR gates.
To realize an SOP and POS expression.
To realize Half adder/ Subtractor& Full Adder/ Subtractor using NAND & NOR gatesand to verify their truth tables.
To realize a 4 -bit ripple adder/ Subtractor using basic Half adder/ Subtractor& basic Full Adder/ Subtractor.
To verify the truth table of 4-to-1 multiplexer and 1 -to-4 demultiplexer. Realize the multiplexer using basic gates only. Also to construct and 8 -to-1 multiplexer and 1 -to-8 demultiplexer using blocks of 4 -to-1 multiplexer and 1 -to-4 demultiplexer.
Design & Realize a combinational circuit that will accept a 2421 BCD code and drive a TIL -312 seven-segment display.
Using basic logic gates, realize the R -S, J-K and D -flip flops with and without clock signal and verify their truth table.
Construct a divide by 2,4& 8 asynchronous counter. Construct a 4 -bit binary counter and ring counter for a particular output pattern using D flip flop.
Perform input/output operations on parallel in/Parallel out and Serial in/Serial out registers using clock. Also exercise loading only one of multiple values into the register using multiplexer. Note: As far as possible, the experiments shall be performed on bread board. However, experiment Nos. 1 -4 are to be performed on bread board only.
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About the RTU 3rd Sem AI & DS syllabus
This page shows the official Rajasthan Technical University (RTU), Kota syllabus for B.Tech 3rd semester Artificial Intelligence & Data Science (AI&DS), taken directly from RTU's published PDF: every subject with its code, credits, marks and unit-wise topics. Use it to plan your preparation unit by unit, then practise with the RTU 3rd Sem previous year papers and notes.
Frequently asked questions
What subjects are in the RTU 3rd Sem AI & DS syllabus?
The theory subjects are Advanced Engineering Mathematics (3AID2-01), Technical Communication (3AID1-02), Managerial Economics and Financial Accounting (3AID1-03), Digital Electronics (3AID3-04), Data Structures and Algorithms (3AID4-05), Object Oriented Programming (3AID4-06), Software Engineering (3AID4-07). Labs: Data Structures and Algorithms Lab, Object Oriented Programming Lab, Software Engineering Lab, Digital Electronics Lab.
Where can I download the official RTU 3rd Sem AI & DS syllabus PDF?
Use the "Download official PDF" button on this page. It is the syllabus document published by Rajasthan Technical University (RTU), Kota.
Which session is this syllabus for?
The official document says it is effective from session 2021-2022 for students admitted in 2021-22 onwards. RTU revises syllabi from time to time, so also check rtu.ac.in for notices.