Category: Machine Learning


Effective TensorFlow for Non-Experts

Here’s an interesting talk fresh from Google I/O 2017 about using TensorFlow for non-experts.  TensorFlow offers high level interfaces like Keras and Estimators, which can be used without being an AI  or machine learning expert. Watch this talk to learn how to implement complex machine learning models and deploy them...


Building Robust Machine Learning Systems

As machine learning becomes more prevalent, the systems we build are changing from the deterministic to the probabilistic. The accuracy of machine learning applications can quickly deteriorate in the wild without strategies for testing models, instrumenting their behaviour and the ability to introspect and debug incorrect predictions. In this session...