Getting started with TensorFlow
Yufeng Guo walks you through training and deploying a machine learning system using TensorFlow, a popular open source library. Yufeng takes you from a conceptual overview all the way to building complex classifiers and explains how you can apply deep learning to complex problems in science and industry.
| Talk Title | Getting started with TensorFlow |
| Speakers | Yufeng Guo (Google) |
| Conference | Strata + Hadoop World |
| Conf Tag | Make Data Work |
| Location | Singapore |
| Date | December 6-8, 2016 |
| URL | Talk Page |
| Slides | Talk Slides |
| Video | |
Yufeng Guo walks you through training and deploying a machine learning system using TensorFlow, a popular open source library. Yufeng takes you from a conceptual overview all the way to building complex classifiers and explains how you can apply deep learning to complex problems in science and industry. Third-party libraries used: Outline Machine learning and TensorFlow A wide and deep thought experiment Wide and deep code model Additional info Diving into a lower level of TensorFlow Creating a simple network by hand Upgrading the model to a CNN (time permitting) Wrap-up and Q&A
