Overview
What you will learn
On successful completion of this Machine Learning for Metabolomics course offered by Cranfield University you will be able to:
- Critically assess various metabolomics analytical and spectral platforms,
- Apply state-of-the-art best practices in machine learning to fit the purpose of the analysis,
- Critically understand the basic principles of the most common instrumental techniques used in metabolomics, the technical limitations and the underlying biological and experimental assumptions that impact on data quality,
- Demonstrate in-depth knowledge of the current approaches for modelling and warehousing of life science data,
- Develop classification and regression models based on multivariate metabolic data,
- Evidence an In-depth understand and application of machine learning algorithms and be able to provide examples of specific machine learning algorithms for each task,
- Apply statistical and machine learning procedures covered during the module, to derive biological relevant information from metabolic datasets using R.
Programme Structure
The program focuses on:
- Metabolomics: overview and workflow,
- Multivariate classification and biomarker discovery,
- Machine learning,
- Applications of machine learning in metabolomics,
- Advanced topics in machine learning,
- Applications of machine learning in food metabolomics,
- Advanced topics in R
Key information
Duration
- Full-time
- 5 days
Start dates & application deadlines
Enquire for dates
Language
Delivered
Disciplines
Machine Learning View 37 other Short Courses in Machine Learning in United KingdomAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
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Other requirements
General requirements
- No requirements needed.
Tuition Fee
-
International
1400 GBP/fullTuition FeeBased on the tuition of 1400 GBP for the full programme during 5 days. -
National
1400 GBP/fullTuition FeeBased on the tuition of 1400 GBP for the full programme during 5 days.
Living costs for Cranfield
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.