AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This Specialization will give you practical experience in applying machine learning to concrete problems in medicine.
Dieser Kurs ist Teil der Spezialisierung Spezialisierung KI für Medizin
von


Über diesen Kurs
We recommend first completing Course 1 and 2 of the AI For Medicine Specialization.
Was Sie lernen werden
Estimate treatment effects using data from randomized control trials
Explore methods to interpret diagnostic and prognostic models
Apply natural language processing to extract information from unstructured medical data
Kompetenzen, die Sie erwerben
- treatment effect estimation
- machine learning interpretation
- Random Forest
- natural language entity extraction
- question-answering
We recommend first completing Course 1 and 2 of the AI For Medicine Specialization.
von

deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
Lehrplan - Was Sie in diesem Kurs lernen werden
Treatment Effect Estimation
In this week, you will learn: How to analyze data from a randomized control trial, interpreting multivariate models, evaluating treatment effect models, and interpreting ML models for treatment effect estimation.
Medical Question Answering
In this week, you will learn how to extract disease labels from clinical reports, and also question answering with BERT.
ML Interpretation
In this week, you will learn how to interpret deep learning models, and also feature importance in machine learning.
Bewertungen
- 5 stars77,70 %
- 4 stars15,71 %
- 3 stars4,24 %
- 2 stars1,27 %
- 1 star1,06 %
Top-Bewertungen von AI FOR MEDICAL TREATMENT
The course is excellent and i enjoyed everything in this specialization. Thank you so much for providing this specialization.
Excellent course and the specialization. I feel like I participated in a research project. Learned much, and have cool notebooks to revisit at depth.
Learned a lot about interpretations of both machine learning and deep learning models. Introduction to basic NLP techniques was a great start too. The overall course is really good.
Programming assignments really contributed to the understanding of the material. Succinctly presented. Liked the course, thank you!
Über den Spezialisierung KI für Medizin
AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.

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