Analysis of Microarray Data: Lecture Notes

GS01 0163, Fall 2009

Lecture Title Printable (B/W) Auxiliary Files
Lecture 0, 1 September 2009 Administration, Syllabus, etc. PDF file Programming Survey (pdf)
Lecture 1, 1 September 2009 The Structure of Affymetrix Data PDF file  
Lecture 2, 3 September 2009 The Basics of dChip PDF file  
Lecture 3, 8 September 2009 Gene Annotations: Linking Numbers to Biology PDF file  
Lecture 4, 10 September 2009 Cell Lines, Microarrays, Drugs and Documentation PDF file  
Lecture 5, 15 September 2009 An Introduction to R PDF file  
Lecture 6, 17 September 2009 Sweave, More on R, and Affy. Arrays PDF file sample.Rnw, sample.pdf,
Lecture 7, 22 September 2009 Affymetrix, R, and BioConductor PDF file  
Lecture 8, 24 September 2009 Normalization and Affymetrix PDF file  
Lecture 9, 29 September 2009 Normalization, Affy, and R PDF file  
Lecture 10, 1 October 2009 Differential Expression PDF file  
Lecture 11, 6 October 2009 Differential Expression, Borrowing, and Modelling PDF file  
Lecture 12, 8 October 2009 Reporting and Comparing Differential Expression PDF file  
Lecture 13, 13 October 2009 Design, Microarrays, and Proteomics PDF file  
Lecture 14, 15 October 2009 Linear Models, Design Matrices, and TCGA PDF file  
Lecture 15, 20 October 2009 Hierarchical Clustering PDF file  
Lecture 16, 22 October 2009 Applied Clustering PDF file  
Lecture 17, 27 October 2009 Classification with Microarrays I PDF file  
Lecture 18, 29 October 2009 Classification with Microarrays II PDF file  
Lecture 19, 3 November 2009 Genome Browsing PDF file  
Lecture 20, 5 November 2009 Pathway Analysis (Romesh Stanislaus) PDF file  
Lecture 21, 10 November 2009 Gene Set Enrichment Analysis PDF file  
Lecture 22, 12 November 2009 Batch Effects PDF file  
Lecture 23, 17 November 2009 Frozen Barcodes PDF file  
Lecture 24, 19 November 2009 Combining Data Across Affy Platforms PPT file  
Lecture 25, 24 November 2009 SNP Arrays PDF file  
Lecture 26, 1 December 2009 Next Generation Sequencing PDF file  
Lecture 27, 3 December 2009 Literature Discussion PDF file