B.Tech Artificial Intelligence and Data Science

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Department of Artificial Intelligence and Data Science

Digital Course Materials for I Semester
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1
GE3151 & Problem Solving and Python Programming I / I K.Amuthachenthiru, AP/AD
Unit 1 - Computational Thinking and Problem Solving
Unit 2 - Data Types, Expressions, Statements
Unit 3 - Control Flow, Functions, Strings
Unit 4 - Lists, Tuples, Dictionaries
Unit 5 - Files, Modules, Packages
2. GE3151 Problem Solving and Python Programming I / I C.Karpagavalli, AP/AD Unit 1 - Computational Thinking and Problem Solving
Unit 2 - Data Types, Expressions, Statements
Unit 3 - Control Flow, Functions, Strings
Unit 4 - Lists, Tuples, Dictionaries
Unit 5 - Files, Modules, Packages

Digital Course Materials for II Semester
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1. AD3251 & Data Structures Design I / II C.Karpagavalli, AP/AD Unit 1 - Abstract Data Types

Unit 2 - Linear Structures

Unit 3 - Sorting and Searching

Unit 4 - Tree Structures

Unit 5 - Graph Structures

2 AD3251 & Data Structures Design I / II K.Amuthachenthiru, AP/AD Unit 1 - Abstract Data Types
Unit 2 - Linear Structures
Unit 3 - Sorting and Searching
Unit 4 - Tree Structures
Unit 5 - Graph Structures


Video Lecture for II Sem
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1 AD3251 & Data Structures Design I / II C.Karpagavalli, AP/AD Unit 5 & Minimum Spanning Tree

2 AD3251 & Data Structures Design I / II K.Amuthachenthiru AP/AD Unit 1 & OOP CONCEPT

3 AD3251 & Data Structures Design I / II Dr. M. Kaliappan, Prof & Head/AD II & Stack Array based Implementations & Its Applications

4 AD3251 & Data Structures Design I / II Mrs. B. Revathi,AP/AD III & Merge Sort

5 AD3251 & Data Structures Design I / II Mrs. B. Revathi,AP/AD V & DAG

6 AD3251 & Data Structures Design I / II Ms. S. Selva Birunda, AP/AD III & Bubble Sort

7 AD3251 & Data Structures Design I / II Mrs.C.Karpagavalli,AP/AD IV & Binary Search Trees

8 AD3251 & Data Structures Design I / II Ms.K.Amuthachenthiru,AP/AD I & Abstract Data Types (ADTs) ADTs and classes

9 AD3251 & Data Structures Design I / II Ms.K.Amuthachenthiru,AP/AD I & Shallow and Deep Copying

10 AD3251 & Data Structures Design I / II Mrs. C. Usharani, AP/AD III & Selection Sort

11 AD3251 & Data Structures Design I / II Mrs. C. Usharani, AP/AD V & Topological Ordering

12 AD3251 & Data Structures Design I / II Mrs. S. Jothilakshmi, AP/AD List ADT & Its Implementations

13 AD3251 & Data Structures Design I / II Ms. S. Selva Birunda, AP/AD III & Quick Sort


Digital Course Materials for III Semester
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1. AD3391 & Database Design and Management II / III Dr.S.Vimal, ASP/AD Unit 1 - Conceptual Data Modeling
Unit 2 - Relational Model And SQL
Unit 3 - Relational Database Design and Normalization
Unit 4 - Transaction Management
Unit 5 - Object Relational and NO-SQL Databases
2. AD3351 & Design and Analysis of Algorithms II / III B.Revathi, AP/AD Unit 1 - Introduction
Unit 2 - Brute Force and Divide and Conquer
Unit 3 - Dynamic Programming and Greedy Technique
Unit 4 - Iterative Improvement
Unit 5 - Limitations of Algorithm Power
3 AD3301 & Data Exploration and Visualization I / III Dr.M.Kaliappan, Professor and Head Unit 1- Exploratory Data Analysis
Unit-2- Visualizing Using Matplotlib
Unit 3- Univariate Analysis
Unit4- Bivariate Analysis
Unit5- Multivariate And Time Series Analysis
4. AL3391 & Artificial Intelligence II / III S.Selva Birunda, AP/AD Unit 1 - Intelligent Agents
Unit 2 - Problem Solving
Unit 3 - Game Playing and CSP
Unit 4 - logical Reasoning
Unit 5 - probabilistic Reasoning

Video Lecture for III Sem
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1 AD3351-Design and Analysis of Algorithms I / III B.Revathi, AP/AD Unit 3 & Huffman Trees and Codes

2 AL3391 & Artificial Intelligence I / III C.Usharani,AP/AD Unit 1 & 'N' Queens Problem using Backtracking Algorithms

3 AD3391 & Database Design and Management II/ III Mrs.G.Kavitha Unit-1 ER Data Modelling

4 AD3391 & Database Design and Management II/ III Mrs.G.Kavitha Unit-4 Transaction Management


Digital Course Materials for IV Semester
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1
CS3591 & Computer Networks I / IV Dr.M.Kaliappan, Professor and Head UNIT-1-Introduction And Application Layer (Ppt/Notes)
Unit 2-Transport Layer
Unit 3-Network Layer
Unit 4-Routing
Unit 5-Data Link And Physical Layers
2. AD3491 - Fundamentals Of Data Science And Analytics II / IV Dr.S.Vimal, ASP/AD Unit 1 - Introduction to Data Science
Unit 2 - Descriptive Analytics
Unit 3 - Inferential Statistics
Unit 4 - Analysis Of Variance
Unit 5 - Predictive Analytics
3. AL3451 & Machine Learning II / IV S.Selva Birunda, AP/AD Unit 1 - Introduction To Machine Learning
Unit 2 - Supervised Learning
Unit 3 - Ensemble Techniques and Unsupervised Learning
Unit 4 - Neural Networks
Unit 5 - Design And Analysis of Machine Learning Experiments
4. AL3452 & Operating Systems II / IV B.Revathi, AP/AD Unit 1 - Introduction
Unit 2 - Process Management
Unit 3 - Memory Management
Unit 4 - Storage Management
Unit 5 - Virtual Machines And Mobile OS

Video Lecture Details for IV Sem
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1
AL3452 & Operating Systems II / IV Mrs. B. Revathi,AP/AD I & Objectives and Functions of OS

2
AL3452 & Operating Systems II / IV Mrs.C.Karpagavalli,AP/AD II & CPU Scheduling

3
AL3452 & Operating System II / IV Mrs.C.Karpagavalli,AP/AD Unit-2 - Bankers algorithm
4
AL3452 & Operating System II / IV Mrs.C.Karpagavalli,AP/AD Unit-2 Round robin and Priority Scheduling
5
AL3451 & Machine Learning II / IV Dr.R.M.Rajeswari Unit-4 Dropout in ML
6
CS3591-Computer Networks II/ IV Mrs.C.Usharani Unit-1 Email Protocol

7
Al3452- Operating Systems II/ IV Mrs.B.Revathi Unit-4 Disk Scheduling Algorithm

8
AL3452-Operating Systems III/ IV Dr.C.Karpagavalli Unit-4 Disk Scheduling


Video Lecture Details for V Sem
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1
CCS334 & Big data Analytics III / V S.Selva Birunda, AP/AD Unit 1 & Introductions to Hadoop

2
AD3501-Deep Learning III / V B.Revathi, AP/AD Unit 2 & Convolutional Neural Networks

3
CS3551 & Distributed Computing III / V C.Usharani,AP/AD Unit 3 & Distributed Mutual Exclusion Algorithms

4
CW3551 & Data and information security III / V S. Jothi Lakshmi, AP/AD Unit 1 & The SDLC, The Security SDLC

5
AD3501 /Deep Learning III / V Mrs. B.Revathi,AP/AD III & RNN

6
CS3551 & Distributed Computing III / V Dr.P.Elamparithi Unit-3 Distributed Mutual Exclusion

7
CS3551 & Distributed Computing III / V Dr.P.Elamparithi Unit-3 Non-Token based Approach


Video Lecture Details for VI Sem
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1
CCS368/Stream Processing III / VI Ms. S. Selva Birunda, AP/AD I &Introduction to Data Processing

2
CCS369 & Text and Speech Analysis III / VI Mrs.B.Revathi, AP/AD II & Recurrent Neural Network

3
CCS368- Stream Processing III/ VI Mrs.M.Santhikala Unit-3 Real time processing using spark streaming

4
CCW331 Business Analytics III/ VI Dr.C.Karpagavalli Marketing Strategy & Marketing Mix

5
CCS369 Text And Speech III/ VI Dr.C.Karpagavalli Unit-1 Language Syntax & Structure


Video Lecture Details for VII Sem
Sl. No. Course code & Name Year/ Sem Faculty Name Unit & Topic (PPT/Notes) View / Link
1
GE3755-Knowledge Managemen IV/ VII Ms.V.Logapriya Unit-3Telecommunication and network in Knowledge management

2
GE3791-Human Value Ethics IV/VII Ms.V.Logapriya Unit-4 Inclusive practices

3
OSF351-Fire safety Engineering IV/VII Mr.P.Vetrivel Unit-2 Fire safety Equivalence


Sessions Delivered by Faculty in FDPs
Sl. No. FDP Date Faculty Name Topic View / Link
1
International FDP on Advance LLM and Agentic AI Systems, Ramco Institute of Technology 31.12.2025 Dr.M.Kaliappan Demo on RAG

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