What is the purpose of the loss function and optimizer in TensorFlow.js?
The purpose of the loss function and optimizer in TensorFlow.js is to optimize the training process of machine learning models by measuring the error or discrepancy between the predicted output and the actual output, and then adjusting the model's parameters to minimize this error. The loss function, also known as the objective function or cost
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow.js, TensorFlow.js in your browser, Examination review
How do you add the TensorFlow.js libraries to your web page?
To add the TensorFlow.js libraries to your web page, you need to follow a set of steps that ensure proper integration and functionality. TensorFlow.js is a powerful library that allows developers to run machine learning models directly in the browser, enabling the creation of AI-powered applications without the need for server-side processing. By adding TensorFlow.js
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow.js, TensorFlow.js in your browser, Examination review
What is TensorFlow.js and what does it allow you to do in the browser?
TensorFlow.js is a powerful library that allows developers to bring the capabilities of TensorFlow, a popular open-source machine learning framework, to the web browser. It enables the execution of machine learning models directly in the browser, leveraging the computational power of the client's device without the need for server-side processing. TensorFlow.js combines the flexibility and
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow.js, TensorFlow.js in your browser, Examination review