linear algebra
6 episodes mention this concept
lexfridmanFeb 21, 2020Andrew Ng's Expert Advice on Getting Started and Building a Career in Deep Learning and AI
TechnologyDeep LearningMachine LearningNeural NetworksGradient Descent- lexfridmanNov 28, 2019
Gilbert Strang on the Beauty and Utility of Singular Value Decomposition
ScienceLinear algebraMatrixSingular Value Decomposition (SVD)Singular values - lexfridmanNov 27, 2019
Gilbert Strang on the Four Fundamental Subspaces of Linear Algebra
ScienceLinear AlgebraMatrixVectorFour Fundamental Subspaces - lexfridmanNov 27, 2019
Linear Algebra vs. Calculus: A Debate on Foundational Simplicity and Pedagogical Order
SciencePlanes in multi-dimensional spacesCalculusLinear AlgebraFlat surfaces - lexfridmanNov 27, 2019
The Radical Genesis and Global Impact of MIT OpenCourseWare
ScienceMIT OpenCourseWare (OCW)Educational InnovationKnowledge DisseminationOpen Access Education - lexfridmanNov 25, 2019
Gilbert Strang on Linear Algebra, Teaching, MIT OpenCourseWare, and the Mathematics of AI
ScienceLinear AlgebraMIT OpenCourseWareMatricesVectors
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Related concepts
Concepts that appear alongside linear algebra across episodes.
- row space
- neural networks
- calculus
- data science
- null space
- singular value decomposition (svd)
- eigenvalues
- column space
- geometric visualization
- deep learning
- matrix
- four fundamental subspaces
- leibniz (mathematician)
- vector space
- vectors
- self-taught programmers
- vector
- objective function
- overfitting
- college mathematics curriculum