A very simple example of machine learning classification with TensorFlow along with very thorough explanations of each step in the process.
Hello and welcome to a small project I’ve been working on that utilizes a dataset from the University of California at Irvine. This notebook shares a machine learning technique that is broken down into easily digestible parts and can hopefully serve as an educational example for others. In particular, the notebook uses classification techniques to differentiate between sonar signals bounced off a metal object (like a mine) and those bounced off a rock.
Enjoy, and if you have any suggestions on how to improve upon this notebook, I’d love to hear them.
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