University of Illinois Urbana-Champaign
Deep Learning for Healthcare Specialization
University of Illinois Urbana-Champaign

Deep Learning for Healthcare Specialization

Neural Networks in Applied Medicine. Learn the latest cutting-edge methods in Deep Learning for Medical Applications

Jimeng Sun

Instructor: Jimeng Sun

4,112 already enrolled

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Get in-depth knowledge of a subject
3.3

(42 reviews)

Advanced level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
3.3

(42 reviews)

Advanced level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Illinois Urbana-Champaign

Specialization - 3 course series

What you'll learn

  • Machine Learning, Health Data Processing

Skills you'll gain

Category: Artificial Neural Networks
Category: Applied Machine Learning
Category: Supervised Learning
Category: Predictive Modeling
Category: Machine Learning
Category: Health Informatics
Category: Unsupervised Learning
Category: Image Analysis
Category: Deep Learning
Category: Health Care
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Program Development

What you'll learn

Skills you'll gain

Category: Artificial Neural Networks
Category: Python Programming
Category: Deep Learning
Category: Medical Imaging
Category: Image Analysis
Category: Tensorflow
Category: Computer Vision
Category: Health Informatics
Category: Keras (Neural Network Library)
Category: Dimensionality Reduction
Category: Jupyter
Category: Machine Learning
Category: PyTorch (Machine Learning Library)
Category: Applied Machine Learning
Category: Unsupervised Learning
Category: Feature Engineering

What you'll learn

Skills you'll gain

Category: Deep Learning
Category: Graph Theory
Category: Python Programming
Category: Data Synthesis
Category: Natural Language Processing
Category: Computer Vision
Category: Machine Learning Methods
Category: Generative AI
Category: Artificial Neural Networks
Category: Network Analysis
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Unsupervised Learning
Category: Predictive Modeling
Category: Applied Machine Learning
Category: Health Informatics
Category: Image Analysis
Category: Machine Learning Software

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Prepare for a degree

Taking this Specialization by University of Illinois Urbana-Champaign may provide you with a preview of the topics, materials and instructors in a related degree program which can help you decide if the topic or university is right for you.

 

Instructor

Jimeng Sun
University of Illinois Urbana-Champaign
4 Courses10,354 learners

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