KubeFlow +Keras/TensorFlow 2.0 +TF Extended (TFX) +Kubernetes +Airflow +PyTorch

October 24th, 2020

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 October 24th, 2020  

KubeFlow +Keras/TensorFlow 2.0 +TF Extended (TFX) +Kubernetes +Airflow +PyTorch

Event submitted on Thursday, October 8th 2020, approved by Content Team

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October 24th, 2020
United States  »  West, USA  »  California » 
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* Due to COVID, it is most likely that this event will be online - but please make sure! The situation is constantly changing...

 Our Review

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.

- Review written by Henry Dalziel on Thursday, October 8th 2020.
- If you would like to edit or ammend facts in my review please either send us a message or connect with me via LinkedIn.

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.

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