Recommender documentation
Recommender is a service on Google Cloud that provides usage recommendations and insights for Cloud products and services. Learn more
Keep exploring with 20+ always-free products
Access 20+ free products for common use cases, including AI APIs, VMs, data warehouses, and more.
Documentation resources
Guides
-
Quickstart: Finding recommendations in the Recommendation Hub
-
Quickstart: Finding recommendations in context
-
Enabling the API
-
Using the API - Recommendations
-
Using the API - Insights
-
Quickstart: Identify configuration problems in Google Cloud
-
Applying or changing recommendations
-
Export insights and recommendations to BigQuery
-
Reference
Resources
Related videos
Unlocking innovative generative AI use cases with text and multimodal embeddings
Embeddings power some of the most commercially widespread applications of AI, such as semantic search and recommender systems. In this session, we explain why embeddings are a critical component of building generative AI applications. You learn about
Yes, your Microsoft workloads can thrive on Google Cloud
Do you want to know how the largest Enterprises in the world are optimally running Microsoft workloads on Google Cloud? Hear how they leverage product capabilities like Custom Machine Types, CPU-overcommit on Sole Tenant Nodes, and more to fine-tune
Swiftly identify and mitigate critical risks in cloud environments with Wiz and Google Cloud
As the security industry’s first agentless, graph-based approach to cloud security, Wiz enables you to see and secure your entire cloud environment with actionable context. Deepen your understanding of your cloud environment with full visibility and
What is IAM Recommender?
Policy Intelligence → https://goo.gle/3xnhltH Curious about the principle of least privilege? Want to learn how to implement this principle at scale? In this episode of Optimize with Active Assist, we cover IAM Recommender: a Google Cloud tool that
What is Policy Intelligence?
Policy Intelligence → https://goo.gle/3MPd87n The principle of least privilege allows an organization to balance security and developer productivity. However, with dozens of individual permissions and a wide array of services this task quickly
How To Use Active Assist Recommendations - Enhanced Support
Sign-up for Enhanced support now → https://goo.gle/3ub2eC2 Learn how to get the most from Enhanced Support by enabling the Recommender API. You will receive recommendations and insights to help optimize your Google Cloud resources for cost, security,
How to use Active Assist at scale
Using the API - Recommendations → https://goo.gle/3q7xqzR Export recommendations to BigQuery → https://goo.gle/3pN7YPL Using Recommendations for Infrastructure as Code → https://goo.gle/3CkCdTn The larger your organization gets, the more projects and
How to secure your cloud with Active Assist
Policy Intelligence → https://goo.gle/34pX4Im Enforce least privilege with role recommendations → https://goo.gle/3hL0qsf Active Assist → https://goo.gle/3IU91EW Welcome back to Optimize with Active Assist! In the previous episode we discussed
How to improve performance with Active Assist Recommender
VM machine type recommendations → https://goo.gle/3uU79rE Managed Instance Group machine type recommendations → https://bit.ly/3oVhIa5 Cloud SQL out-of-disk recommender → https://goo.gle/3sORnvw Welcome back to Optimize with Active Assist! In the
How to reduce costs with Active Assist
Idle VM recommendations → https://goo.gle/3BqyMd7 Stopping and starting a VM → https://goo.gle/3uViEz2 VM Machine type recommendations → https://goo.gle/3HYTnrI When organizing your projects, just one misconfiguration and your costs could skyrocket
Minimizing permissions using IAM Recommender
There are many ways you can set up access to GCP and getting IAM policies right is a difficult and time-consuming task. Often it’s hard to simply know who should have access to what, which makes any cleanup task seem like an uphill battle. This
Machine Learning: from hardware to example usage, & more!
Here to bring you the latest news in the cloud is Mark Mirchandani. Learn more about these announcements → https://goo.gle/2Ocf24V • Cloud TPU breaks scalability records for inference → https://goo.gle/33Mnv5u • Explore the ML that powers the Google
Site reliability engineering, IAM Recommender, & more!
Here to bring you the latest news in the cloud is Max Saltonstall. Learn more about these announcements → https://goo.gle/2VypvuN • Better SRE for ops teams → https://goo.gle/2IKiuBI • The principle of 'least privilege' → https://goo.gle/2B5s0v2 •