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Cloud AI Platform Pipelines

Deploy robust, repeatable machine learning pipelines
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What is Cloud AI Platform Pipelines?

It provides a way to deploy robust, repeatable machine learning pipelines along with monitoring, auditing, version tracking, and reproducibility, and delivers an enterprise-ready, easy to install, secure execution environment for your ML workflows.
Cloud AI Platform Pipelines is a tool in the Machine Learning as a Service category of a tech stack.

Cloud AI Platform Pipelines Integrations

Google BigQuery, Google Kubernetes Engine, Google Cloud Functions, Google Cloud Dataflow, and Google AI Platform are some of the popular tools that integrate with Cloud AI Platform Pipelines. Here's a list of all 5 tools that integrate with Cloud AI Platform Pipelines.

Cloud AI Platform Pipelines's Features

  • Push-button installation via the Google Cloud Console
  • Enterprise features for running ML workloads, including pipeline versioning, automatic metadata tracking of artifacts and executions, Cloud Logging, visualization tools, and more
  • Seamless integration with Google Cloud managed services like BigQuery, Dataflow, AI Platform Training and Serving, Cloud Functions, and many others
  • Many prebuilt pipeline components (pipeline steps) for ML workflows, with easy construction of your own custom components

Cloud AI Platform Pipelines Alternatives & Comparisons

What are some alternatives to Cloud AI Platform Pipelines?
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
Elasticsearch
Elasticsearch is a distributed, RESTful search and analytics engine capable of storing data and searching it in near real time. Elasticsearch, Kibana, Beats and Logstash are the Elastic Stack (sometimes called the ELK Stack).
See all alternatives

Cloud AI Platform Pipelines's Followers
6 developers follow Cloud AI Platform Pipelines to keep up with related blogs and decisions.