Knowledge is power. Take a look at our latest insights on all things data + 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
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
Insights
Greentonic: Climate Technology and Building a Sustainable Future
Climate change is the defining crisis of our time, and it is happening even more quickly than we feared. The current warming trend is highly...
Cloud Data Engineering
Sustainability
Insights
Vertex AI Tips and Tricks: Scheduling Vertex Pipelines Easily with Terraform and Cloud Scheduler
Vertex Pipelines provides a great way to orchestrate your Machine Learning workloads serverlessly on Google Cloud. It is based on KubeFlow Pipel...
Vertex AI
Insights
Vertex AI Tips and Tricks: Setting Up Alerts for Vertex Pipelines with Google Cloud Monitoring
Monitoring and alerting are essential parts of any production system. If your system isn’t working as expected, you want to be the first to know...
Vertex AI
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 methods...
Cloud Data Engineering
Insights
Computer Vision: Object Detection and No-Code AI with AutoML
Author: Ruairidh Russell, Machine Learning Engineer
In the first and second parts of this Computer Vision blog series, we spoke with some...
Computer Vision
Vertex AI
Insights
Computer Vision: Emerging Trends and Google Cloud Technology
Contributors: Christelle Xu, Business Analyst, Tobi Lipede, Senior Data Scientist, Matt Gela, Senior Data Scientist, Alex Thomas, Senior Data Scient...
Computer Vision
Insights
Computer Vision: Insights from Datatonic’s Experts
Contributors: Christelle Xu, Business Analyst, Tobi Lipede, Senior Data Scientist, Matt Gela, Senior Data Scientist, Alex Thomas, Senior Data Scient...
Computer Vision
Insights
Deploying Powerful Machine Learning Models on Google Cloud
In our last blog of this series, Machine Learning Engineer, Hiru Ranasinghe covered how we developed a Natural Language Processing (NLP) model w...
Vertex AI
Press releases
Datatonic Wins Google Cloud Specialization Partner of the Year Award for Machine Learning
London, 14th June 2022 — Datatonic, a leader for Data + AI consulting on Google Cloud, today announced it has received the 2021 Google Cloud Spe...
MLOps
Insights
Natural Language Processing: Text Summarisation for Long, Domain-Specific Texts
Natural language processing (NLP) is one of the most popular innovation use cases dominating the AI landscape, with the Global NLP Market projec...
