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B.Tech – Artificial Intelligence and Data Science

Category: AI&DS

Cat Links AI&DS, U24AD301 - ARTIFICIAL INTELLIGENCE / II YEAR / III SEM

U24AD311 – ARTIFICIAL INTELLIGENCE | Unit-I | 2-Marks

Posted on July 4, 2025July 4, 2025 SCT

Unit I – Introduction to Artificial Intelligence, from the course U24AD301 – Artificial Intelligence. It includes definitions and core concepts

Continue readingU24AD311 – ARTIFICIAL INTELLIGENCE | Unit-I | 2-Marks

Cat Links AD3301 -DATA EXPLOARATION AND VISUALIZATION / II YEAR / III SEM, AI&DS

UNIT V- MULTIVARIATE AND TIME SERIES ANALYSIS- 2 Marks

Posted on July 3, 2025 SCT

Multivariate and Time Series Analysis involves examining datasets with multiple variables over time to uncover patterns, relationships, and trends. It

Continue readingUNIT V- MULTIVARIATE AND TIME SERIES ANALYSIS- 2 Marks

Cat Links AD3301 -DATA EXPLOARATION AND VISUALIZATION / II YEAR / III SEM, AI&DS

UNIT IV- BIVARIATE ANALYSIS- 2 Marks

Posted on July 3, 2025 SCT

Bivariate Analysis explores the relationship between two variables to identify correlations, trends, or patterns. Common tools include scatter plots, correlation

Continue readingUNIT IV- BIVARIATE ANALYSIS- 2 Marks

Cat Links AD3301 -DATA EXPLOARATION AND VISUALIZATION / II YEAR / III SEM, AI&DS

UNIT – III UNIVARIATE ANALYSIS- 2 Marks

Posted on July 3, 2025 SCT

Univariate Analysis involves examining a single variable to understand its distribution, central tendency, and dispersion. It helps identify patterns using

Continue readingUNIT – III UNIVARIATE ANALYSIS- 2 Marks

Cat Links AD3301 -DATA EXPLOARATION AND VISUALIZATION / II YEAR / III SEM, AI&DS

UNIT – II DATA VISUALIZING USING MATPLOTLIB- 2 Marks

Posted on July 3, 2025 SCT

Data visualization using Matplotlib involves creating graphical representations of data to reveal patterns and insights. It supports various plots like

Continue readingUNIT – II DATA VISUALIZING USING MATPLOTLIB- 2 Marks

Cat Links AD3301 -DATA EXPLOARATION AND VISUALIZATION / II YEAR / III SEM, AI&DS

UNIT – I EXPLORATORY DATA ANALYSIS- 2 Marks

Posted on July 3, 2025July 3, 2025 SCT

Exploratory Data Analysis (EDA) is the process of visually and statistically examining datasets to uncover patterns, spot anomalies, and test

Continue readingUNIT – I EXPLORATORY DATA ANALYSIS- 2 Marks

Cat Links AI&DS, U24AD301 - ARTIFICIAL INTELLIGENCE / II YEAR / III SEM

U24AD311 – ARTIFICIAL INTELLIGENCE | Lab Syllabus

Posted on July 3, 2025July 3, 2025 SCT

This lab course provides hands-on experience in building intelligent systems using key AI techniques. Students will implement intelligent agents, search

Continue readingU24AD311 – ARTIFICIAL INTELLIGENCE | Lab Syllabus

Cat Links AI&DS, U24AD301 - ARTIFICIAL INTELLIGENCE / II YEAR / III SEM

U24AD301 – ARTIFICIAL INTELLIGENCE | Subject Syllabus

Posted on July 3, 2025July 3, 2025 SCT

This course introduces the fundamentals of Artificial Intelligence, focusing on intelligent agents, problem-solving, and decision-making techniques. Students will explore search

Continue readingU24AD301 – ARTIFICIAL INTELLIGENCE | Subject Syllabus

Cat Links AI&DS, U24AD301 - ARTIFICIAL INTELLIGENCE / II YEAR / III SEM

U24AD301 – ARTIFICIAL INTELLIGENCE | Unit5 Notes

Posted on July 3, 2025 SCT

Unit 5 focuses on Probabilistic Reasoning, a fundamental AI approach for dealing with uncertainty. It begins by explaining uncertainty in

Continue readingU24AD301 – ARTIFICIAL INTELLIGENCE | Unit5 Notes

Cat Links AI&DS, U24AD301 - ARTIFICIAL INTELLIGENCE / II YEAR / III SEM

U24AD301 – ARTIFICIAL INTELLIGENCE | Unit4 Notes

Posted on July 3, 2025 SCT

Unit 4 explores Knowledge-Based Agents and Logical Reasoning in AI. It begins by defining knowledge-based agents – comprising a knowledge base

Continue readingU24AD301 – ARTIFICIAL INTELLIGENCE | Unit4 Notes

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Selvam College of Technology (Autonomous),
Salem Road(NH 44),
Pappinaickenpatti(post),
Namakkal – 637 003,
Tamilnadu, India.

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