TensorFlow Course – Building and Evaluating Medical AI Models
Learn how to build and evaluate medical AI models with TensorFlow. This is a great, real world project for improving your machine learning skills. You will use TensorFlow to evaluate chest x-rays.
✏️ Dr. Jason Adleberg teaches this course.
Jason on Twitter:
Jason on Linkedin:
💻 Colab Notebook:
⭐️ Course Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:01:11) Getting started with Google Colab
⌨️ (0:01:50) Facts about Chest X-Rays
⌨️ (0:06:36) 1. Defining a Problem
⌨️ (0:12:33) 2. Preparing the Data
⌨️ (0:19:45) 3. Training the Model
⌨️ (0:32:00) 4. Running the Model
⌨️ (0:37:05) 5a. Evaluating Performance
⌨️ (0:48:44) 5b. Stats: Histogram, Sensitivity & Specificity
⌨️ (1:01:00) 5c. Stats: AUC Curve
⌨️ (1:08:19) 6. Saving our Model
🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan
--
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