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Tutorials

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Understanding dropout regularization in TensorFlow.js.
tutorials Nov 26, 2024

Understanding Dropout Regularization in TensorFlow.js

Learn about dropout regularization in TensorFlow.js and how it prevents overfitting during model training. Explore its implementation and impact on deep learning models.

2 minutes
  • #tensorflow.js
  • #machine learning
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Transfer learning with pre-trained models in TensorFlow.js.
tutorials Nov 26, 2024

Using Pre-Trained Models for Transfer Learning in TensorFlow.js

Learn how to leverage pre-trained models in TensorFlow.js for transfer learning on tabular data. This guide walks you through using a pre-trained model to improve performance on a structured dataset.

3 minutes
  • #tensorflow.js
  • #transfer learning
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Designing a CNN model for tabular data in TensorFlow.js.
tutorials Nov 26, 2024

Implementing a Convolutional Neural Network (CNN) in TensorFlow.js Using Tabular Data

Learn how to implement a convolutional neural network (CNN) in TensorFlow.js using a tabular dataset. This step-by-step guide covers data preprocessing, model architecture, training, and evaluation for binary classification tasks.

2 minutes
  • #tensorflow.js
  • #cnn
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