Introduction to Discrete Structure &Linear Algebra (AL401)-CSE-Artificial Intelligence and Machine Learning/ Artificial Intelligence and Machine Learning (IV-Semester) | RGPV

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• Syllabus

• Syllabus - Introduction to Discrete Structure &Linear Algebra (AL401)

• Set Theory, Relation, Function, Theorem Proving Techniques

• Set Theory
• Relation
• Function
• Theorem Proving Techniques

• Algebraic structure

• Definition, Properties, types
• Ring and Fields
• Introduction to Recurrence Relation and Generating Functions

• Propositional logic

• Proposition, First order Logic
• Predicates, Normal Forms, Quantifiers
• Graph theory

• Matrices

• Determinant and Trace
• Cholesky Decomposition
• Eigen decomposition
• Singular Value decomposition(SVD)
• Gradient of a matrix

• Test of Hypothesis

• Concept and Formulation
• Time Series Analysis
• Analysis of Variance (ANOVA)