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Generative AI Google Cloud
Press releases
Datatonic wins global award: Google Cloud Specialization Partner of the Year for AI + ML

London, 6 April 2020 — Datatonic today announced that it has received the 2019 Google Cloud Specialization Partner of the Year Award for AI + ML. Data...

Insights
Machine Learning for Predictive Maintenance – Part 2: Predicting Hard Drive Failure

In the last post, I gave a brief overview of predictive maintenance. If you haven’t read it already I’d recommend going back and checking it out to ge...

Vertex AI
Warehouse Stock Manufacturing
Insights
A Proven Approach to Migrate Your Data Warehouse Platform to Google Cloud’s BigQuery

Unlock the full potential of your data with a proven data warehouse migration approach led by a team of award-winning Google Cloud specialists. Scalab...

Cloud Data Engineering
Insights
Sampling Methods within TensorFlow Input Functions

Many real-world machine learning applications require generative or reductive sampling of data. At training time this may be to deal with class imbala...

Insights
Building a BQML Linear Model with Looker Using Public Data

Author: Christelle Xu, Business Analyst In my last article I introduced you to BQML and its implementation and integration with Looker. My goal this t...

Looker
Insights
Machine Learning for Predictive Maintenance – Part 1

Author: Thomas Gaddy, Data Scientist The last few years have seen an explosion in interest in predictive maintenance. But what is predictive maintenan...

Vertex AI
Insights
Machine Learning Optimisation: What is the Best Hardware on GCP?

Optimisation of Machine Learning pipelines and hardware is a key component of our work here at Datatonic.  A Machine Learning pipeline is generally de...

MLOps
BQML Algorithm
Insights
Implementing Your First BQML Algorithm in Looker

Author: Christelle Xu, Business Analyst Leveraging BQML in tandem with Looker’s semantic layer to build, visualise, and deliver powerful predictions A...

Looker
Insights
Celebrating Dataset Diversity in Recommender Systems

Dataset diversity You’ve doubtless come across recommenders before. You’ll certainly have been on the receiving end of a few. The question is, what do...

Datatonic FinOps Maturity
Insights
Propensity Modelling at Scale using TensorFlow Estimators and Cloud AI Platform

Discover what a typical Machine Learning pipeline looks like for Propensity Modelling on Google Cloud Platform, using TensorFlow as our framework of c...

Insights
Joining CSV Data In Apache Beam

This article describes how we built a generic solution to perform joins of CSV data in Apache Beam. Typically in Apache Beam, joins are not straightfo...

Insights
How to Efficiently Grow Your All-Around ML Capability, from R&D to Production!

The discipline around providing infrastructure and best practices in machine learning, MLOps, is starting to take shape and is reminiscent of the earl...

BigQuery