Monday August 23, 2021 

Introduction 
Wednesday August 25, 2021 

Linear representations 
Monday, August 30, 2021 

Vector spaces 
Wednesday, September 01, 2021 

preHilbert spaces 
Wednesday, September 08, 2021 

Hilbert spaces 
Monday September 13, 2021 

Orthogonality principle 
Wednesday, September 15, 2021 

Orthobases 
Monday September 20, 2021 

Orthobases 
Wednesday September 22, 2021 

Midterm 1 
Monday September 27, 2021 

Nonorthogonal bases 
Wednesday, September 29, 2021 

Nonorthogonal bases 
Monday, October 4, 2021 

Regression 
Wednesday October 06, 2021 

More on regression 
Wednesday October 13, 2021 

Representer theorem 
Monday, October 18, 2021 

Reproducing Kernel Hilbert Spaces 
Tuesday, October 19, 2021 

Office hours 
Wednesday October 20, 2021 

More Reproducing Kernel Hilbert Spaces 
Monday, October 25, 2021 

Even More Reproducing Kernel Hilbert Spaces 
Wednesday, October 27, 2021 

Wrapping up Reproducing Kernel Hilbert Spaces 
Monday, November 1, 2021 

Symmetric matrices  spectral theorem 
Wednesday, November 3, 2021 

Singular value decomposition 
Wednesday, November 10, 2021 

More singular value decomposition 
Monday, November 15, 2021 

Even more singular value decomposition 
Wednesday, November 17, 2021 

Even more singular value decomposition 
Monday, November 22, 2021 

Numerical considerations 
Tuesday, November 23, 2021 

Office hours 
Monday, November 29, 2021 

More numerical stuff + learning 
Wednesday, December 1, 2021 

Learning 
Monday, December 6, 2021 

More learning 