Tutorial
Deep Learning with Azure: PyTorch distributed training done right in Kedro
At GetInData we use the Kedro framework as the core building block of our MLOps solutions as it structures ML projects well, providing great…
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Anomaly detection implemented in podcasting company
Being a Data Engineer is not only about moving the data but also about extracting value from it. Read an article on how we implemented anomalies detection for one of our clients that works in the podcasting industry, Acast. With the mechanisms we implemented, Acast employees are notified on the podcasts that suddenly gain or lose the audience. The results reveal trendsetting podcasts (the influencing ones, that grow episode after episode), hot topics (on shows that publish an episode that is listened all over the world) and also weird podcasts applications behaviour (sudden spikes in the listening pattern). All these anomalies notifications are based purely on the data and simple logarithm curve fitting - it's unbelievable what you can achieve with data&math!
6 April 2020
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Tutorial
Deploy your own Databricks Feature Store on Azure using Terraform
A tutorial on how to deploy one of the key pieces of the MLOps-enabling modern data platform: the Feature Store on Azure Databricks with Terraform as…
Read moreReflecting on 2023: Celebrating GetInData’s Achievements in Data & AI
Let’s take a little step back to 2023 to summarize and celebrate our achievements. Last year was focused on knowledge-sharing actions and joining…
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Why is streaming data and real-time AI critical in telecom?
In an era where connectivity is the lifeblood of our digital world, the telecom industry stands at the forefront of technological evolution. As the…
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Why do Big Data projects fail: Part. 2. The Technological Issues.
In 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…
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Highly available Airflow cluster in Amazon AWS
These days, companies getting into Big Data are granted to compose their set of technologies from a huge variety of available solutions. Even though…
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