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?
JavaScript
JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.
Git
Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
Python
Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
jQuery
jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
