PDBEB Courses 2021/2022 - Computational Biology
Organized by
CNC- Center for Neuroscience and Cell Biology
Date & Time
28/02/2022 - 04/03/2022
Location
Depending on pandemic situation it will be at CNC-UC BIOTECH or via Zoom
PHD Programme in
CNC- Center for Neuroscience and Cell Biology
28/02/2022 - 04/03/2022
Depending on pandemic situation it will be at CNC-UC BIOTECH or via Zoom
The aim of this course is to provide an overview of different subareas techniques in the Computational Biology field. Theoretical knowledge will be given in the mornings followed by hands-on sections during the afternoon.
10:00-11:00: Nícia Rosário-Ferreira - “Using text-mining as a tool to establish binary relationships from omics data types”
11:00-12:00: Irina Moreira - “Protein network and transcriptomic analysis”
14:00-16:30: Nícia Rosário-Ferreira - “Hands-on session: using text-mining without knowing any programming language”
10:00-11:00: António Preto, “Machine learning: from statistics to artificial intelligence and back”
11:00-12:00: Irina Moreira, “The importance of artificial intelligence in drug discovery”.
14:00-16:30: António Preto, “Hands-on session: machine learning in genomics and proteomics”
10:00-12:00: Conceição Egas – “Artificial intelligence methods in microbiomics”.
12:00- 12:30: Quiz
14:00 – 16:30 Armindo Salvador, “Key concepts in molecular systems biology: scales, networks, motifs and design principles”
10:00-12:30: Armindo Salvador, “Introduction to kinetic modeling”
14:00-16:30: Armindo Salvador, “Hands-on session: computational exploration of regulatory motifs in biochemical networks”
10:00-11:30: Armindo Salvador, “Hands-on session: computational exploration of regulatory motifs in biochemical networks (continued)”
11:30-12:00: Students: Presentation of results from the hands-on session
14:00-15:00: Seminar, Oleg Igoshin
15:30-16:30: Students: Presentation of results from the hands-on session
50% Quiz + 50% Work Presentation
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