How can you train a convolutional neural network using TensorFlow.js?
Wednesday, 02 August 2023 by EITCA Academy
Training a convolutional neural network (CNN) using TensorFlow.js involves several steps that enable the model to learn and make accurate predictions. TensorFlow.js is a powerful library that allows developers to build and train machine learning models directly in the browser or on Node.js. In this answer, we will explore the process of training a CNN
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, Advancing in Machine Learning, Introduction to TensorFlow.js, Examination review
Tagged under: Artificial Intelligence, Convolutional Neural Network, Machine Learning, TensorFlow.js, Training
How do we train a TensorFlow estimator after converting a Keras model?
Wednesday, 02 August 2023 by EITCA Academy
To train a TensorFlow estimator after converting a Keras model, we need to follow a series of steps. First, we need to convert the Keras model into a TensorFlow estimator. This can be done using the `tf.keras.estimator.model_to_estimator` function. The `model_to_estimator` function takes a Keras model as input and returns a TensorFlow estimator that can be