Knowledge is power. Take a look at our latest insights on all things data + AI.
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
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
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
Insights
Explainable Artificial Intelligence
Explainable Artificial Intelligence is hot. But Explainable Artificial Intelligence is hard.
Ever wondered why you are recommended a particu...
Responsible AI
Insights
Datatonic + Vodafone: AI-Powered 5G
How to Forecast Mobile Network Traffic Using Machine Learning
5G technology is a game-changer. It will enable unprecedented high-spee...
Vertex AI
Insights
AI Automation with MLOps
Getting real value from AI is a struggle, but MLOps (a compound between Machine Learning and Operations) can lend a hand. Datatonic’s Director...
MLOps
Insights
What is Game Lifetime Value and How Do You Measure It?
Author: Eliott Perl
Building a new video game? Also featured in our on-demand webinar “Grow Your Game’s Lifetime Value”, we...
Gaming
Insights
Optimising Machine Learning Inference with Intel’s OpenVino
Continuing the R&D previously completed on online inference for computer vision, we have collaborated with Intel and benchmarked Intel’s OpenVIN...
MLOps
Guides
On-Premise to a Cloud Data Warehouse Guide
How to Accelerate Your Cloud Data Warehouse Migration
Migration to a Cloud Data Warehouse leads to speed, scalability, performance and innovation.
The...