Deploying serverless MLFlow on Google Cloud Platform using Cloud Run
At GetInData, we build elastic MLOps platforms to fit our customer’s needs. One of the key functionalities of the MLOps platform is the ability to…
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.
At GetInData, we build elastic MLOps platforms to fit our customer’s needs. One of the key functionalities of the MLOps platform is the ability to…
Read moreOne of the main challenges of today's Machine Learning initiatives is the need for a centralized store of high-quality data that can be reused by Data…
Read moreBuilding reliable machine learning pipelines puts a heavy burden on Data Scientists and Machine Learning engineers. It’s fairly easy to kick-off any…
Read moreBig Data Technology Warsaw Summit 2020 is fast approaching. This will be 6th edition of the conference that is jointly organised by Evention and…
Read moreIn the previous post on our Big Data Blog, we discussed the business reasons behind the failures of Big Data projects. We've listed five major…
Read moreIn a lot of business cases that we solve at Getindata when working with our clients, we need to analyze sessions: a series of related events of actors…
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.