AI Academy

Health Data Science Foundation

Instructor: Jimeng Sun Duration: 24 hours to complete 3 weeks at 8 hours a week
Objective 1 Machine Learning, Health Data Processing
Applied Machine Learning
Deep Learning
Machine Learning
Predictive Modeling
Health Informatics
Supervised Learning
Unsupervised Learning
Image Analysis
Program Development
Health Care
Artificial Intelligence and Machine Learning (AI/ML)
Artificial Neural Networks

Deep Learning Methods for Healthcare

Instructor: Jimeng Sun Duration: 2 weeks at 10 hours a week
Health Informatics
Medical Imaging
Machine Learning
Deep Learning
Artificial Neural Networks
Jupyter
Tensorflow
PyTorch (Machine Learning Library)
Feature Engineering
Image Analysis
Computer Vision
Python Programming
Dimensionality Reduction
Applied Machine Learning
Keras (Neural Network Library)

Advanced Deep Learning Methods for Healthcare

Instructor: Jimeng Sun Duration: 2 weeks at 10 hours a week
Image Analysis
Generative AI
Network Analysis
Artificial Neural Networks
Predictive Modeling
Health Informatics
Deep Learning
Data Synthesis
Computer Vision
Artificial Intelligence and Machine Learning (AI/ML)
Natural language processing
Machine Learning Methods
Graph Theory
Machine Learning Software
Python Programming
Applied Machine Learning