Workshop / Overview
This full-day workshop will show you how to transform big data into a TensorFlow dataset and then use Keras and TensorFlow Eager to create linear, convolutional and recurrent prediction models. We use Colab notebooks to inspect and transform the QuickDraw dataset and train and run the models.
ML knowledge is not strictly required for understanding the TensorFlow code, but we won't have time to explain ML theory during the workshop.
Workshop / Outcome
Participants will have a working skeleton for creating their own dataset to train and run models using TensorFlow.
Workshop / Difficulty
Workshop / Prerequisites
- Python programming
- Google account (for using Colab)
- Own Laptop with a modern browser
Track / Co-organizers
TensorFlow Basics 2019 – Sunday
With Bartek Wołowiec, Megan Ruthven, Ruslan Habalov & Andreas Steiner09:00-16:30 January 274ABC