#deep learning - Denis Kiprono

Choosing the correct model architecture for machine learning tasks.

tutorials Dec 08, 2024

Selecting an Appropriate Model Architecture for a Given Problem

Learn the step-by-step process of selecting the right model architecture for your machine learning problem. Understand key considerations like data type, task complexity, and TensorFlow.js examples.

2 minutes

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

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