Organizer: ELIXIR CZ, IOCB, FNUSA – ICRC, University of West Bohemia

Start: Monday, 26 October 2020 @ 11:00

End: Tuesday, 27 October 2020 @ 14:00

Contact: https://www.elixir-czech.cz/events/elixir-cz-artificial-intelligence-in-life-sciences-oct-2020

Venue: Flemingovo nám. 542, 542, Flemingovo náměstí

City: Prague

County: Hlavní město Praha

Country: Czechia

Postcode: 166 10

Description:

This workshop will provide a basic introduction to machine learning and its application in Life Sciences, with a special focus on molecular and cell biology. Data-driven approaches penetrate various scientific disciplines, including the fields of biology, biochemistry and biotechnology. Novel technologies of high-throughput data collection and advanced data analysis, such as deep neural networks, offer exceptional opportunities for the development of very complex and accurate mathematical models. The theoretical lectures will cover main methods, algorithms and technologies, illustrate their use in biology and biochemistry research using real-life examples. Hands-on practicals will provide participants with essential skills for the application of machine learning methods and software tools for solving problems in Life Sciences. We plan to continue in our effort to organize follow-ups of this meeting and focus on challenging issues in life science disciplines approachable by AI technology.

Event type:
  • Workshops and courses

Capacity: 75

Eligibility:
  • First come first served

Keywords: Artificial Intelligence, machine learning, Drug design

ELIXIR CZ Artificial Intelligence in Life Sciences I https://tess.elixir-europe.org/events/elixir-cz-artificial-intelligence-in-life-sciences-i This workshop will provide a basic introduction to machine learning and its application in Life Sciences, with a special focus on molecular and cell biology. Data-driven approaches penetrate various scientific disciplines, including the fields of biology, biochemistry and biotechnology. Novel technologies of high-throughput data collection and advanced data analysis, such as deep neural networks, offer exceptional opportunities for the development of very complex and accurate mathematical models. The theoretical lectures will cover main methods, algorithms and technologies, illustrate their use in biology and biochemistry research using real-life examples. Hands-on practicals will provide participants with essential skills for the application of machine learning methods and software tools for solving problems in Life Sciences. We plan to continue in our effort to organize follow-ups of this meeting and focus on challenging issues in life science disciplines approachable by AI technology. 2020-10-26 11:00:00 UTC 2020-10-27 14:00:00 UTC ELIXIR CZ, IOCB, FNUSA – ICRC, University of West Bohemia Flemingovo nám. 542, 542, Flemingovo náměstí, Prague, Czechia Flemingovo nám. 542, 542, Flemingovo náměstí Prague Hlavní město Praha Czechia 166 10 [] https://www.elixir-czech.cz/events/elixir-cz-artificial-intelligence-in-life-sciences-oct-2020 [] [] 75 workshops_and_courses first_come_first_served Artificial Intelligencemachine learningDrug design