TensorFlow.js in 3 Hours [Video]
In this course, you’ll learn how to use Tensorflow.js for a variety of the most popular Deep Learning tasks and use it in your own web browser.
You’ll start by learning how to classify images using commonly used Convolutional Neural Networks. And you’ll get up and running fast using a pre-trained model. Then you’ll explore yet another popular deep learning architecture called Long short-term memory Recurrent Neural Network. This time you’ll classify text typed by a user in real time.
Moving on, you’ll work with audio data using a specific type of CNN. Then we’ll jump into methods to improve the results of our models by firstly looking at transfer learning. Here you’ll improve the performance of your model quickly by using a pre-trained model as a base and performing short, focused training.
In this course, you’ll learn how to use Tensorflow.js in a web browser for your own projects. Each section is carefully planned and tailored to help you develop a strong understanding of the concepts and see them in action along with step-by-step instructions and assignments, giving you a hands-on experience.
|Course Length||2 hours 50 minutes|
|Date Of Publication||29 Apr 2019|