Machine Learning model serving tools comparison - KServe, Seldon Core, BentoML
Intro Machine Learning is now used by thousands of businesses. Its ubiquity has helped to drive innovations that are increasingly difficult to predict…
Read moreA partnership between iZettle and GetInData originated in the form of a two-day workshop focused on analyzing iZettle’s needs and exploring multiple cloud providers’ offerings. Outcomes of this event led to a year-long collaboration on building a robust, third wave data platform.
To ensure undisrupted business growth iZettle was looking for a data platform solution that could meet advanced analytics requirements and address the performance issues caused by rapidly swelling data collection. The platform should minimize the effort spent on maintenance work, allowing specialists to dedicate more time to exploratory data analysis and manufacturing business meaningful insights.
Daily loading jobs were replaced with a streaming ingestion process running on Google DataFlow. Currently, BigQuery takes the role of a central data lake and a query engine. The ingestion process uses an internal message dictionary to validate and route messages to relevant tables. Analytics work is orchestrated with Cloud Composer and utilises BigQuery for SQL and DataFlow for complex scenarios.
Intro Machine Learning is now used by thousands of businesses. Its ubiquity has helped to drive innovations that are increasingly difficult to predict…
Read moreLast month, I had the pleasure of performing at the latest Flink Forward event organized by Ververica in Seattle. Having been a part of the Flink…
Read moreOn June 16, 2021, the Polish Insurance Association published the Cloud computing standard for the insurance industry. It is a set of rules for the…
Read moreWe are excited to announce that we recently hit the 1,000+ followers on our profile on Linkedin. We would like to send a special THANK YOU :) to…
Read moreAI regulatory initiatives of EU countries On April 21, 2021, the EU Commission adopted a proposal for a regulation on artificial intelligence…
Read moreSQL language was invented in 1970 and has powered databases for decades. It allows you not only to query the data, but also to modify it easily on the…
Read moreTogether, we will select the best Big Data solutions for your organization and build a project that will have a real impact on your organization.
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