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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
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
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...