Topic Tag: TensorFlow

Topic 5: tuning a model with Keras Tuner (CW)

In this 13-minute video, Jon-Cody will walk you through hyperparameter tuning using Keras Tuner. To follow along with him, ensure that you have found the Topic 5 presentation. You’ll also want to open your anaconda-navigator, set your environment to nasa-nn, launch Jupyter Notebook, and open the notebook we've provided.

Topic 2: backpropagation and gradient descent using TensorFlow (CW)

In this 9-minute video, Jon-Cody will walk you through the mechanics of backpropagation on a simple feedforward neural network. To follow along with him, ensure that you have found the Topic 2 presentation. You’ll also want to open your anaconda-navigator, set your environment to nasa-nn, launch Jupyter Notebook, and open the notebook we've provided. After the video,... Read more »

Topic 3: TensorFlow basics

Now that you know a little bit more about neural networks, let's dig in to TensorFlow. In the 9-minute video below, your instructor will cover the basics. To follow along with him, the presentation materials for this topic available for download here. The additional resources that were mentioned during the presentation are linked below. Take... Read more »