R4Bioinfo workshop: Omics Integration and Supervised Machine Learning by Dr. Nickolay Oskolkov (1)

This is the 12th workshop of the #R4Bioinfo series that we've launched in September 2020. This series of workshops aims to cover various subjects related to the #bioinformatics field.
This meetup was held on Saturday, May 8, 2021
We have been hosting Dr. Nickolay Oskolkov who animated a training session about Omics Integration and Supervised Machine Learning. This was the first part.
We will organize the second part of this training session soon.
▶️ About Dr. Nickolay Oskolkov:
Dr. Nikolay Oskolkov is an analyst doing bioinformatics, data science and statistical analysis. He has a background in theoretical physics, PhD 2007, and he moved to Life Sciences in 2012 where he was working in Computational Biology and Biomedicine. He is currently employed as a bioinformatician within the SciLifeLab bioinformatics platform NBIS. His range of interest includes genomics, transcriptomics, microbiome, ancient DNA, single cell, machine learning, image analysis and evolutionary science.
Moderator:
Dr. Hédia Tnani: PhD on Molecular Biology and Biotechnology, Co-founder at R-Ladies Tunis github.com/Hed...
▶️ About the workshop:
This workshop will divided in two parts. During these two parts you'll learn about:
- Peculiarities of OMICs Integration
- Definition and evaluation of OMICs Integration
- Protocol of OMICs Integration
- #OMICs Integration in Single Cell
- Selection of the Method of Integration
- #MachineLearning view of Omics integration
- Feature Selection and Supervised Omics integration
- Live demo : Practical example of #FeatureSelection and Supervised OMICs Integration
By the end of this training session, you will be able to integrate Omics datasets and apply feature selection and supervised machine learning to it.
➡️ The first part of the demo that was covered by Dr. Nickolay is available via this link:nbisweden.gith...
In order to review the previous workshops of our R4Bioinfo series, you may follow these links 👉
🟪 1st workshop: Introduction to RNA-seq workshop animated by Dr. Michael Love • R-Ladies Tunis (Englis...
🟪 2nd workshop: Introduction to Bioconductor Annotation Resources workshop by Pr. Martin Morgan • R-Ladies Tunis (Englis...
🟪 3rd workshop: Introduction to GenomicRanges and plyranges workshop animated by Dr. Stephanie Hicks • R-Ladies Tunis (Englis...
🟪 4th workshop: Introduction to Genome-Wide Association Studies (GWAS) animated by Dr. Dr. Tatiana Tatarinova • R-Ladies Tunis : Intro...
🟪 6th workshop: RNA-seq analysis is easy as 1-2-3 with limma, Glimma and edgeR animated by Xueyi Dong • R-Ladies Tunis : RNA-s...
🟪 7th workshop: Integrating gene expression and DNA-binding data using R/Bioconductor animated by Dr. Mahmoud Shaaban • R-Ladies Tunis : Integ...
🟪 8th workshop: Connecting Bioconductor to other bioinformatics tools using Rcwl animated by Dr. Qian Liu • R-Ladies Tunis: Connec...
🟪 9th workshop: Epidemiology for Bioinformaticians animated by Chloe Mirzayi • R-Ladies Tunis | Works...
🟪 10th workshop: Tidy Transcriptomics introduction to bulk and scRNA sequencing analyses animated by Dr. Stefano Mangiola and Dr. Maria Doyle • R4Bioinfo Workshop: Ti...

[@magicminefield]

excellent!

[@sihemayadi7557]

thanks that was very helpful