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Data Science in Stratified Healthcare and Precision Medicine - Accueil

Apprentissage automatique,  Science des données et Intelligence artificielle

Catégories

Niveau des connaissances préalables requises en IA: Connaissances intermédiaires

resource__res_eias_ia_level: Plus de 6 heures

Niveau des connaissances préalables requises en santé: Aucune connaissance préalable

Langue: Anglais

Accessibilité: Accès et certification gratuit

École de l'intelligence artificielle en santé du CHUM

An increasing volume of data is becoming available in biomedicine and healthcare, from genomic data, to electronic patient records and data collected by wearable devices. Recent advances in data science are transforming the life sciences, leading to precision medicine and stratified healthcare.

In this course, you will learn about some of the different types of data and computational methods involved in stratified healthcare and precision medicine. You will have a hands-on experience of working with such data. And you will learn from leaders in the field about successful case studies.

Topics include:

  • (i) Sequence Processing
  • (ii) Image Analysis
  • (iii) Network Modelling
  • (iv) Probabilistic Modelling
  • (v) Machine Learning
  • (vi) Natural Language Processing
  • (vii) Process Modelling
  • (viii) Graph Data.

Watch the course promo video here: http://edin.ac/2pn350P

https://www.coursera.org/learn/datascimed/home/welcome

Ressources complémentaires

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