KubeFlow +Keras/TensorFlow 2.0 +TF Extended (TFX) +Kubernetes +Airflow +PyTorch
Event submitted on Thursday, October 8th 2020, approved by Content Team ✓
This event has been tagged as follows:
With over 12,714 members this is one of the largest AI Meetup groups in San Francisco. This meetup focused on everything KubeFlow AI-related including Jupyter Notebooks, Kubernetes, TensorFlow, PyTorch, XGBoost, Scikit-Learn, Deep Learning, Machine Learning, and Artificial Intelligence.
Conference Event Summary
The following description was either submitted by the Conference Organizer on Thursday, October 8th 2020, or created by us.
In this workshop, we build real-world machine learning pipelines using TensorFlow Extended (TFX), KubeFlow, and Airflow.
Described in the 2017 paper, TFX is used internally by thousands of Google data scientists and engineers across every major product line within Google.
KubeFlow is a modern, end-to-end pipeline orchestration framework that embraces the latest AI best practices including hyper-parameter tuning, distributed model training, and model tracking.
Airflow is the most-widely used pipeline orchestration framework in machine learning.