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Modeling the Iris Dataset with TensorFlow

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Overview

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Explore the famous Iris dataset in our advanced TensorFlow course. Learn to preprocess data, build, and train a multi-class classifier. Evaluate performance with metrics and visualizations. Conclude with model optimization techniques to boost efficiency and accuracy, and cover saving/loading for deployment.

Syllabus

  • Lesson 1: Preprocessing the Iris Dataset for TensorFlow
  • Lesson 2: Building a Multi-Class Classification Model with TensorFlow
  • Lesson 3: Deep Evaluation of Model Performance
  • Lesson 4: Implementing Early Stopping in TensorFlow to Prevent Overfitting
  • Lesson 5: Saving and Loading a TensorFlow Model

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