Week 1 Agenda

Lecture Session 

Course overview and description
Review of linear algebra, including vector analysis
Discussion of SVD and PCA

Lab Session

Lab 1. Linear Algebra with EXCEL
     Part 1. Vectors and Search Engine Marketing (SEM)
     Part 2. Vectors and Crawlers
     Part 3. Singular Value Decomposition (SVD) with LSI
     Part 4. Principal Component Analysis (PCA) with SVD

Lecture Material

http://www.miislita.com/information-retrieval-tutorial/information-retrieval-tutorials.html

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