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Course notes for EECS 245: Mathematics for Machine Learning at the University of Michigan.
Activity
Custom properties
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.agents
.agents
.cursor/
rules
.cursor/
rules
.github/
workflows
.github/
workflows
.vscode
.vscode
00_math_foundations
00_math_foundations
01_introduction_to_supervised_learning
01_introduction_to_supervised_learning
02_simple_linear_regression
02_simple_linear_regression
03_vectors
03_vectors
04_linear_independence
04_linear_independence
05_matrices
05_matrices
06_linear_transformations_and_projections
06_linear_transformations_and_projections
07_regression_using_linear_algebra
07_regression_using_linear_algebra
08_gradients
08_gradients
09_eigenvalues_and_eigenvectors
09_eigenvalues_and_eigenvectors
10_singular_value_decomposition
10_singular_value_decomposition
activity_solution_drafts
activity_solution_drafts
assets
assets
exports
exports
node_modules
node_modules
plugins
plugins
scripts
scripts
templates/
plain_latex_palatino
templates/
plain_latex_palatino
.cursorignore
.cursorignore
.cursorindexingignore
.cursorindexingignore
.gitignore
.gitignore
CNAME
CNAME
advice.md
advice.md
custom.css
custom.css
index.ipynb
index.ipynb
myst.yml
myst.yml
package-lock.json
package-lock.json
package.json
package.json
plane_style.py
plane_style.py
requirements.txt
requirements.txt
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About
Course notes for EECS 245: Mathematics for Machine Learning at the University of Michigan.
Activity
Custom properties
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