Tensor Flow 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 xrays. 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 XRays (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 jediorsith 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:
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