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Related lectures (29)
Graphs in Deep Learning: Applications and Techniques
Explores the role of graphs in deep learning, focusing on their structure, applications, and techniques for processing graph data.
Linear Algebra: Diagonalization
Explores the diagonalization of matrices and the conditions for exact diagonalization, with examples demonstrating the process.
Derivative: Application Examples
Explores examples of using derivatives to find tangent lines and points on graphs.
Linear Algebra: Matrices Properties
Explores properties of 3x3 matrices with real coefficients and determinant calculation methods.
Level Curves and Graph Sketching
Explains level curves and graph sketching for functions of multiple variables.
An Example: Graph of a Function
Analyzes a function's graph, discussing local and global extrema and concavity intervals.
Minimum Spanning Trees: Prim's Algorithm
Explores Prim's algorithm for minimum spanning trees and introduces the Traveling Salesman Problem.
Functions: Definitions and Notations
Covers the generalities of functions, including the definition of an application between sets and the uniqueness of elements in the image set.
Vector Spaces: Operations and Linear Transformations
Explores vector space operations, linear transformations, matrix representation, and linear applications.
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