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Geospatial Data Analysis
Insights
How the Modern Data Stack Is Reshaping Geospatial Data Analysis

Authors: Juan Calvo Ferrándiz, Data Engineer and Yue Zou, Machine Learning Engineer Geospatial Data Analysis in the Current Data Ecosystem ...

Cloud Data Engineering
Responsible AI
Sustainability
Insights
Adding Near-Complete Autonomy to dbt Continuous Deployment Using “Slim Backfills”

Author: Ash Sultan, Analytics Engineering Lead dbt is a great tool for data transformation and is popular with both open-source communities a...

dbt
Insights
Reinforcement Learning: How to Train an RL Agent from Scratch

Authors: Sofie Verrewaere, Senior Data Scientist, Hiru Ranasinghe, Machine Learning Engineer, Daniel Miskell, Machine Learning Engineer, Ollie Black...

Reinforcement Learning
Reinforcement Learning
Insights
Reinforcement Learning: Bringing Use Cases to Life

Authors: Sofie Verrewaere, Senior Data Scientist, Daniel Miskell, Machine Learning Engineer, Hiru Ranasinghe, Machine Learning Engineer Reinf...

Gaming
Reinforcement Learning
Insights
Computer Vision: Generative Models and Conditional Image Synthesis

Author: Antonio Nieto García, Data Scientist Our Computer Vision blog series has already covered an introduction to Computer Vision and some ...

Computer Vision
Insights
Vertex AI Tips and Tricks: Improving Debugging in Vertex AI Batch Prediction Jobs

Author: Pat Wang, Machine Learning Engineer Vertex AI Batch Prediction provides a managed service for serving Machine Learning prediction...

Vertex AI
Insights
Computer Vision: Deploying Image Segmentation Models on Vertex AI

Authors: Alex Thomas, Senior Data Scientist and Matt Gela, Senior Data Scientist In the most recent blog of our Computer Vision series, we sh...

Computer Vision
Vertex AI
Greentonic
Insights
Predicting and Reducing Energy Consumption of Machine Learning Models

In this blog post, we will explore ways to predict the energy consumption of Machine Learning models based on the number of CPU operations they requ...

Responsible AI
Sustainability
Greentonic-1
Insights
Greentonic: Climate Technology and Building a Sustainable Future

Contributors: Stan Hill, Cloud Architect & Sustainability Lead Climate change is the defining crisis of our time, and it is happening...

Cloud Data Engineering
Sustainability
Insights
Vertex AI Tips and Tricks: Scheduling Vertex Pipelines Easily with Terraform and Cloud Scheduler

Author: Jonny Browning, Principal MLOps Engineer Vertex Pipelines provides a great way to orchestrate your Machine Learning workloads ser...

Vertex AI
Insights
Vertex AI Tips and Tricks: Setting Up Alerts for Vertex Pipelines with Google Cloud Monitoring

Author: Jonny Browning, Principal MLOps Engineer Monitoring and alerting are essential parts of any production system. If your system isn...

Vertex AI
Workload Identity Federation
Insights
Authenticating a Service Identity into Google Cloud with Workload Identity Federation

Author: Ben Morgan-Smith, Principal Cloud Architect This article will first explore using a service account, look at a few common met...

Cloud Data Engineering