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 -- Learn to code for free and get a developer job: Read hundreds of articles on programming: