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Deep Learning for Healthcare
Coursera
Specialization
Unknown

Deep Learning for Healthcare

University of Illinois Urbana-Champaign

A specialization for machine learning and medical professionals to explore health data analysis and neural network applications in real-world medical scenarios.

UnknownEnglish

About this Course

This specialization is intended for persons involved in machine learning who are interested in medical applications, or vice versa, medical professionals who are interested in the methods modern computer science has to offer to their field. We will cover health data analysis, different types of neural networks, as well as training and application of neural networks applied on real-world medical scenarios

What You'll Learn

  • Understand health data analysis and neural network applications
  • Identify appropriate neural network types for medical cases
  • Train neural network models on real medical data
  • Interpret and evaluate model performance in healthcare

Prerequisites

  • Prior hands-on experience with the core concepts covered in this course
  • Comfort applying the main tools or methods independently

Instructors

J

Jimeng Sun

Professor

Topics

Machine Learning
Data Science
Health Informatics
Health
Applied Machine Learning
Artificial Neural Networks
Autoencoders
Big Data
Convolutional Neural Networks
Deep Learning

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تعلم الآلة
علوم البيانات
معلوماتية صحية
رعاية صحية
التعلم الآلي التطبيقي
الشبكات العصبية الاصطناعية
المشفّرات التلقائية
البيانات الضخمة
Convolutional Neural Networks
Deep Learning

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