How does the estimators framework in TensorFlow simplify the process of converting a linear model to a deep neural network?
Wednesday, 02 August 2023
by EITCA Academy
The estimators framework in TensorFlow greatly simplifies the process of converting a linear model to a deep neural network. TensorFlow is an open-source machine learning framework developed by Google that allows users to build and train various types of machine learning models, including deep neural networks. Estimators are a high-level TensorFlow API that provides a
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, First steps in Machine Learning, Deep neural networks and estimators, Examination review
Tagged under:
Artificial Intelligence, Deep Neural Network, Estimators, Linear Model, Machine Learning, TensorFlow
How can TensorBoard be used to analyze the training progress of a linear model?
Wednesday, 02 August 2023
by EITCA Academy
TensorBoard is a powerful tool provided by Google Cloud Machine Learning that allows users to analyze the training progress of a linear model. It offers a comprehensive set of visualizations and metrics that aid in understanding and evaluating the performance of the model during training. To utilize TensorBoard for analyzing the training progress of a
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, First steps in Machine Learning, TensorBoard for model visualization, Examination review
Tagged under:
Artificial Intelligence, Linear Model, Machine Learning, Model Visualization, TensorBoard, TensorFlow