Engineering Course Materials
B.Tech – Artificial Intelligence and Data Science
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
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
Bivariate Analysis explores the relationship between two variables to identify correlations, trends, or patterns. Common tools include scatter plots, correlation
Univariate Analysis involves examining a single variable to understand its distribution, central tendency, and dispersion. It helps identify patterns using
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
Exploratory Data Analysis (EDA) is the process of visually and statistically examining datasets to uncover patterns, spot anomalies, and test
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
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
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
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