#apache_airflow #airflow #scheduling #job_automation #big_data
https://www.youtube.com/watch?v=Rm3_rDPTQgE
https://www.youtube.com/watch?v=Rm3_rDPTQgE
YouTube
Airflow, Spark, EMR - Building a Batch Data Pipeline by Emma Tang
Robust and user friendly data pipelines are at the foundation of powerful analytics, machine learning, and is at the core of allowing companies scale with their data. In this talk, we will walk through how to get started building a batch processing data pipeline…
#ml #apache_beam #tfx #tensorflow #airflow #apache_flink #python #java #scala #team #google #apache_spark #dataflow
https://www.youtube.com/watch?v=6p8UXjNg1oc
https://www.youtube.com/watch?v=6p8UXjNg1oc
YouTube
Apache Beam for Production Machine Learning: TensorFlow Extended (Beam Summit Europe 2019)
Developing ML and deep learning applications to be deployed in production is much more than just training a model. Google has taken years of experience in de...
#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…