#ml #pipeline #ml_pipeline #gpu #hadoop #hive #apache_spark #apache_airflow #tensorflow #apache_kafka #pytorch
https://www.youtube.com/watch?v=neb1C6JlEXc
https://www.youtube.com/watch?v=neb1C6JlEXc
YouTube
ROCm and Distributed Deep Learning on Spark and TensorFlowJim Dowling Logical Clocks AB,Ajit Mathews
ROCm, the Radeon Open Ecosystem, is an open-source software foundation for GPU computing on Linux. ROCm supports TensorFlow and PyTorch using MIOpen, a library of highly optimized GPU routines for deep learning. In this talk, we describe how Apache Spark…
#kubernetes #apache_spark #tensorflow #kubeflow #apache_arrow
#multilanguage_pipeline #pipeline
https://www.youtube.com/watch?v=dXPvlocXo34
#multilanguage_pipeline #pipeline
https://www.youtube.com/watch?v=dXPvlocXo34
YouTube
Accelerating Tensorflow with Apache Arrow on Spark (Holden Karau)
Holden, an open source developer advocate at Google, discusses how the Apache Arrow is new in Spark 2.3, and offers faster interchange between Spark and Python. Apache Arrow also has connections to Tensorflow (and even without those can be fed from Pandas).…
#ml #apache_beam #tfx #tensorflow #airflow #apache_flink #python #java #scala #team #google #apache_spark #dataflow #pipeline
https://www.youtube.com/watch?v=v1DrnY8caVU
https://www.youtube.com/watch?v=v1DrnY8caVU
YouTube
End-to-End ML pipelines with Beam, Flink, TensorFlow, and Hopsworks (Beam Summit Europe 2019)
Apache Beam is a key technology for building scalable End-to-End ML pipelines, as it is the data preparation and model analysis engine for TensorFlow Extended (TFX), a framework for horizontally scalable Machine Learning (ML) pipelines based on TensorFlow.…
#kubeflow #airflow #tfx #tensorflow #mlflow #pipeline #pytorch #pipelineai #team #kubernetes #deployment #xgboost #redis #studyjob #tensorboard #mysql #katib #jupyter_notebook #workflow #seldon #tf_job_dashboard #minio #ambassador #argo_ui #istio #vizier
https://www.youtube.com/watch?v=AaBqhGEwxXI&ab_channel=PipelineAI
https://www.youtube.com/watch?v=AaBqhGEwxXI&ab_channel=PipelineAI
YouTube
Hands-on with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + Kubernetes + PyTorch + XGBoost
Hands-on Learning with KubeFlow + Keras/TensorFlow 2.0 + TF Extended (TFX) + Kubernetes + PyTorch + XGBoost + Airflow + MLflow + Spark + Jupyter + TPU
RSVP Here: https://www.eventbrite.com/e/full-day-workshop-kubeflow-kerastensorflow-20-tf-extended-tfx-kubernetes…
RSVP Here: https://www.eventbrite.com/e/full-day-workshop-kubeflow-kerastensorflow-20-tf-extended-tfx-kubernetes…