Intro to Data Pipelines in Tensorflow and Keras Workshop | UWDSC S21
This workshop will introduce the motivation for data pipelines in machine learning projects and explore methods in building efficient data pipelines through a hands-on, live-coding example in Collaboratory. In the workshop, you will learn to use TensorFlow's tf.data module for data pipelining within an image domain problem. While the workshop mainly focuses on data pipelining, you will also gain some exposure to loading models and datasets from the TensorFlow Hub.
Speaker: Winston Van
Repo: https://github.com/winstvn/dsc-worksh...
Notebook: https://colab.research.google.com/dri...