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Knowledge is power. Take a look at our latest insights on all things data + AI.

Press releases
Datatonic Open Sources ‘Data Orchestration Platform’

7th April 2021 Data Orchestration is a relatively new concept referring to a set of technologies that takes data from multiple sources, combi...

dbt
Insights
TonicTalk with Sky: Your Questions Answered!

How do organisations make personalisation a reality? Why is realising you’re at “Level 0” Tactical AI (i.e. highly manual and disjointed ML processe...

MLOps
Looker Drill-Downs
Insights
Drilling into the Details: Multiple Drill-downs in Looker

When reporting on key metrics in a business, one of the most common questions that clients ask us is: how can we gain further insight into a specifi...

Looker
Feature Store
Insights
MLOps Tools Part 5: BigQuery + Memorystore vs. FEAST for Feature Store

Welcome to the last post of our blog series on MLOps on Google Cloud! In previous weeks, we have released blogs covering Data Transformation,...

BigQuery
Insights
MLOps Tools Part 4: Cloud Monitoring vs. Grafana for Monitoring ML Systems

In our previous blogs, we have covered key areas of MLOps and seen tools go head-to-head for Data Transformation (Tensorflow Transform vs. BigQuery)...

MLOps
Datatonic FinOps Maturity
Insights
MLOps Tools Part 3: Cloud Functions vs. Cloud Run for Model Serving

Part one and two of our MLOps tools series gave you an insight into data transformation tools ( TensorFlow Transform vs. BigQuery) and orchestration...

MLOps
Insights
MLOps Tools Part 2: Kubeflow Pipelines vs. Cloud Composer for Orchestration

In part one of our MLOps Tools series, Aman compared TensorFlow Transform with BigQuery for data transformation. If you missed it, make sure you che...

Vertex AI
TensorFlow BigQuery
Insights
MLOps Tools Part 1: TensorFlow Transform vs. BigQuery for Data Transformation

Deploying a Machine Learning model in production can be challenging. So challenging, in fact, that 87% of data science projects don’t even make it t...

BigQuery
Insights
Bias and Fairness Part 2: Measuring Fairness in Machine Learning

This is the second part of our ‘Bias and Fairness in Data and Machine Learning’ blogpost series. For an informative overview sprinkled with indi...

Responsible AI
MLOps Guide
Guides
The 2021 Guide to MLOps

Make AI workloads faster, scalable, and more efficient with MLOps. Read our MLOps guide to find out how exciting and fast-evolving field of MLOps can ...

Vertex AI
Insights
Bias and Fairness Part 1: Bias in Data and Machine Learning

In this current era of big data, the phenomenon of machine learning is sweeping across multiple industries. However, as big data and machine lea...

Responsible AI
Insights
Managing Looker Access Rights for Your Organisation

As Looker’s go-to partner in EMEA, Datatonic’s in-house Looker team has have worked with market leaders such as MandM Direct on ...

Looker