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: https://www.twitter.com/pixels2patients Jason on Linkedin: https://www.linkedin.com/in/jason-adleberg-6b444b52 💻 Colab Notebook: https://colab.research.google.com/drive/1klBxr93NYXrLFOVMXhm0RbVm5PIjfXQn ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️ 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 -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news