The development of high-throughput technologies revealed a huge volume of biomolecules from different functional levels in the cell, leading to omics’ emergence. To see the harmony of the different layers of omics that express the big picture of the biological system, the omics layers must be integrated. Therefore, this workshop is designed to keep pace with developments in multi-omics research using powerful and open-source tools. Relying on providing learners with the necessary scientific backgrounds and facilitating the obstacles of using tools towards implementing multi-omics data-driven integration.

By the end of this training/course participants will be able to:
Applying dimensionality reduction techniques using supervised (DIABLO) and unsupervised (MOFA) models with the aim of integrating high-throughput biological datasets.
Installing both DIABLO and MOFA and solving the common obstacles encountered during the installation process.
Preparing inputs containing high-throughput data from the omics layers.
Training the models on the data, then visualizing and interpreting the results.

DateTime (from-To)TopicInstructorCredentials
Day 110:00-11:00Omics OverviewAlaa 
Day 111:30-12:30Machine Learning models for integrating multi-omics datasetsRenad 
Day 101:30-02:30Dimensionality reduction techniquesAhmed 
Day 102:30-03:30Multi-omics data integration protocolAhmed 
Day 210:00-03:00Multi-omics data-driven integration using DIABLORenad and AhmedPractical
Day 310:00-03:00Multi-omics data-driven integration using MOFAAlaa and AhmedPractical
Day 303:00-03:30Closing  
#Available Dates
Wave 108/07/2024 to 10/07/2024

Researchers and postgraduate or undergraduate students with a medical, biological, or informatics background and interested in the field of bioinformatics.
Prerequisite: prior coding knowledge is a must (R language)

In order to receive your certificate, you have to attend not less than 70%
• Hard copy for 100 Egyptian Pounds
• Soft copy for free


The fees of the course will be directed towards the treatment of our children.


Course Fees and Registration

Multi-Omics Data-Driven Integration

1500 EGP
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