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 | Functional annotation 0: Exploring PATRIC | [Hands-on](Monday/Exploring_PATRIC.md)  
 | Functional annotation I: Annotation using Gene Ontology and Kegg | [Hands-on](Monday/practicals_day1_PHINDAccess.Rmd)  
 | Functional annotation II: Advanced annotations with MSigDB| [Hands-on](Monday/AnnotationMSigDB.md) 
-| Functional analysis: ORA and GSEA | [Hands-on](Tuesday/ORA_and_GSEA.Rmd)  |
+| Functional analysis: GSEA | [Hands-on](Tuesday/practicals_day2_PHINDAccess.Rmd )  |
 | Functional analysis: GREAT | [Hands-on](Tuesday/GREAT/GREAT_analysis_forEpigenomicData.md)  |
 | Functional analysis: methylGSA | [Hands-on](Tuesday/methylGSA_Functional_analysis/FuncAnalysis_methylGSA.Rmd)  |
 | Single OMICs: Descriptive analysis | [DEMO](Wednesday/Descriptive/Descriptive_analysis.Rmd)  |
 | Single OMICs: Discriminative analysis | [Hands-on](Wednesday/SDA/SDA.Rmd) |
 | Integration: MFA | [Hands-on](Wednesday/MFA/MFA.Rmd)  |
-| Integration: ICA | [Hands-on](Wednesday/ICA/ICA.Rmd)  |
-| Networks: PPIs | [Hands-on](Thursday/STRING.md )  |
-| Networks: Regulatory networks | [Hands-on](Thursday/OmicsNet.md)  |
-
-
-## Friday session : questions 
-Feel free to add your questions here:
-https://docs.google.com/document/d/1MjZz2wyQqiZbSD386N6xOYZvPDgibRvBerXzbgKRJp8/edit?usp=sharing
+| Networks 1: PPIs | [Hands-on](Thursday/String_DB_HandsOn_Diabetes.md) |
+| Networks 2: PPIs | [Hands-on]( Thursday/StringDB-HandsOn_CANCER.md) |
+| Networks 3: Regulatory networks | [Hands-on](Thursday/OmicsNet_practical.md)  |
 
 
 ## Trainers