About this Specialization
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 three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine. These courses go beyond the foundations of deep learning to teach you the nuances in applying AI to medical use cases. If you are new to deep learning or want to get a deeper foundation of how neural networks work, we recommend taking the Deep Learning Specialization.
There are 3 Courses in this Specialization
AI for Medical Diagnosis
AI for Medical Prognosis
AI For Medical Treatment
WHAT YOU WILL LEARN
Diagnose diseases from x-rays and 3D MRI brain images
Predict patient survival rates more accurately using tree-based models
Estimate treatment effects on patients using data from randomized trials
Automate the task of labeling medical datasets using natural language processing
SKILLS YOU WILL GAIN
natural language extraction
Intermediate Level You can program in Python and are comfortable with statistics and probability. The Deep Learning Specialization is recommended but not required.
Approximately 3 months to complete Suggested pace of 7 hours/week
English Subtitles: English, Arabic, French, Portuguese (European), Italian, Vietnamese, German, Russian, Spanish