Tutorial
Can AI automatically fix and optimize IT systems like Flink or Spark?
Will AI replace us tomorrow? In recent years, there have been many predictions about what areas of our lives will be automated and which professions…
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1 min read
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
Introduction to GeoSpatial streaming with Apache Spark and Apache Sedona
We are producing more and more geospatial data these days. Many companies struggle to analyze and process such data, and a lot of this data comes…
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Data Quality Rules: enforcing reliability of datasets. Data Quality Assurance using AWS Glue DataBrew
In today's data-driven world, maintaining the quality and integrity of your data is paramount. Ensuring that organizations' datasets are accurate…
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From concept to production in 2 months: sales forecasting Machine Learning model for dema.ai
Sales forecasting is a critical aspect of any business, especially in the fast-paced and competitive world of e-commerce. Accurately predicting future…
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The Big Data Technology Summit 2021 - review of presentations
Since 2015, the beginning of every year is quite intense but also exciting for our company, because we are getting closer and closer to the Big Data…
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How we helped our client to transfer legacy pipeline to modern one using GitLab's CI/CD - Part 3
Please dive in the third part of a blog series based on a project delivered for one of our clients. Please click part I, part II to read the…
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