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Tutorials

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Unlocking model performance through feature engineering.
tutorials Dec 06, 2024

The Significance of Feature Engineering in Model Development

Understand the concept of feature engineering and its importance in improving model performance. Explore techniques like feature scaling, interaction terms, and domain-specific feature creation.

2 minutes
  • #feature engineering
  • #machine learning
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Building RNNs in TensorFlow.js for sequential data tasks.
tutorials Nov 27, 2024

Implementing Recurrent Neural Networks (RNNs) in TensorFlow.js Using Tabular Data

Learn how to implement Recurrent Neural Networks (RNNs) in TensorFlow.js using tabular data. This guide walks you through preprocessing, building an RNN architecture, training, and evaluation for sequential data tasks.

3 minutes
  • #tensorflow.js
  • #rnn
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Exploring gradient descent and its optimization methods.
tutorials Nov 26, 2024

Understanding Gradient Descent Optimization and Its Variants in TensorFlow.js

Learn the fundamentals of gradient descent optimization, including stochastic gradient descent and other variants, in the context of TensorFlow.js. Explore how these methods impact model training.

2 minutes
  • #tensorflow.js
  • #machine learning
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Showing 4 to 6 of 26 results

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