Our I/O 2022 Announcements: In Demo Form
In the Cloud PA Keynote at I/O Aparna Sinha walked through the backend for an application that connects volunteers with volunteer opportunities in their area. In this blog post we’ll…
Share
Posts by tag
Vertex AI
63 posts
Extending BigQuery Functions Beyond SQL With Remote Functions, Now In Preview
Today we are announcing the Preview of BigQuery Remote Functions. Remote Functions are user-defined functions (UDF) that let you extend BigQuery SQL with your own custom code, written and hosted…
Share
Announcing Serverless Spark Components For Vertex AI Pipelines
Developers and ML engineers face a variety of challenges when it comes to operationalizing Spark ML workloads. One set of challenges may come in the form of infrastructure concerns, for…
Share
MLOps In BigQuery ML With Vertex AI Model Registry
Without a central place to manage models, those responsible for operationalizing ML models have no way of knowing the overall status of trained models and data. This lack of manageability…
Share
Announcing BigQuery And BigQuery ML Operators For Vertex AI Pipelines
Developers (especially ML engineers) looking to orchestrate BigQuery and BigQuery ML (BQML) operations as part of a Vertex AI Pipeline have previously needed to write their own custom components. Today…
Share
Add Preprocessing Functions To Tensorflow Models And Deploy On Vertex AI
One does not simply productionalize machine learning models. If you’ve developed models before, you know that most of the time input features need to be preprocessed before they are ready…
Share
Using Vertex AI For Rapid Model Prototyping And Deployment
Bringing AI models to a production environment is one of the biggest challenges of AI practitioners. Much of the discussions in the AI/ML space revolve around model development. As shown…
Share
Extending Network Reachability Of Vertex AI Pipelines
Vertex AI Pipelines and jobs use the Service Networking API to configure their networking. As such, they will run in a Google-owned VPC network in tenant project that is peered…
Share
Vertex Forecast: An Overview
A retailer needs to predict product demand or sales, a call center manager wants to predict the call volume to hire more representatives, a hotel chain requires hotel occupancy predictions…
Share
Mapping Carbon Pollution Globally With Satellites
As we continue to explore climate solutions using machine learning in our People & Planet AI YouTube series, we have been blown away by an amazing project called Climate TRACE. It is…
Share