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AI for Medical Prognosis
Coursera
Course
Unknown

AI for Medical Prognosis

DeepLearning.AI

AI enhances medical diagnosis and predicts patient health outcomes, with hands-on experience applying machine learning to medical prognosis tasks.

Unknown4 weeksEnglish

About this Course

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. Machine learning is a powerful tool for prognosis, a branch of medicine that specializes in predicting the future health of patients. In this second course, you’ll walk through multiple examples of p

What You'll Learn

  • Walk through examples of prognostic tasks
  • Apply tree-based models to estimate patient survival rates
  • Navigate practical challenges like missing data

Instructors

P

Pranav Rajpurkar

Harvard University

B

Bora Uyumazturk

Machine Learning Engineer, Viaduct

E

Eddy Shyu

Topics

Forecasting
Decision Tree Learning
Data Preprocessing
Logistic Regression
Deep Learning
Predictive Modeling
Machine Learning
Model Evaluation
Random Forest Algorithm
Statistical Analysis

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التنبؤ
تعلم أشجار القرار
تجهيز البيانات
الانحدار اللوجستي
التعلم العميق
النمذجة التنبؤية
التعلم الآلي
تقييم النماذج
Random Forest Algorithm
Statistical Analysis

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