Advanced Deep Learning Methods for Healthcare

This course is part of Deep Learning for Healthcare Specialization

Instructor: Jimeng Sun

Skills you'll gain

  •   Deep Learning
  •   Applied Machine Learning
  •   Artificial Intelligence and Machine Learning (AI/ML)
  •   Python Programming
  •   Machine Learning Software
  •   Image Analysis
  •   Artificial Neural Networks
  •   Data Synthesis
  •   Predictive Modeling
  •   Network Analysis
  •   Natural Language Processing
  •   Generative AI
  •   Machine Learning Methods
  •   Health Informatics
  •   Graph Theory
  •   Computer Vision
  • There are 4 modules in this course

    The first phase of the course will include video lectures on different DL and health applications topics, self-guided labs and multiple homework assignments. In this phase, you will build up your knowledge and experience in developing practical deep learning models on healthcare data. The second phase of the course will be a large project that can lead to a technical report and functioning demo of the deep learning models for addressing some specific healthcare problems. We expect the best projects can potentially lead to scientific publications.

    Week 2 - Graph Neural Networks

    Week 3 - Memory Networks

    Week 4 - Generative Models

    Explore more from Machine Learning

    ©2025  ementorhub.com. All rights reserved