Master 1 NLP-Mathematics

Part 2 : Optimisation

• Lecture 3 : Lecture3.pdf

• Companion notebooks : Lecture3a.ipynb, Lecture3b.ipynb, Lecture3c.ipynb

Part 1 : Introduction to matrices

Lecture2 : eigenvalues 

• Lecture 2 : Eigenvalues.pdf

• Lecture2a.ipynb, Lecture2b.ipynb

• How could we find eigenvalues and eigenvectors 

• Lab 2 : Lab2.pdf

Lecture 1 : Vectors and Matrices

• Lecture 1 : Matrices.pdf, 

• Notebooks : Vectors.ipynb, Matrices.ipynb, 

• Lab 1a : Lab1a.pdf. 

• Lab 1b : Lab1b.pdf. 

• Calculate determinants

• Homework for next time : Medium