RTL Interactive
TV

Recommend the right movies

RTL wanted to build up more machine learning competencies in-house and operate core technologies themselves. We developed an end-to-end solution for the team that implements a hybrid recommendation algorithm.

Tools we used

AWS
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One stop for compute infrastructure.
Dask
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Leaves Spark in the dust.
Docker
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Portable, flexible and simple deployments.
Kubernetes
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Faster, more efficient and agile infrastructure.
Luigi
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For managing all tasks in an execution graph – like Airflow.
Pandas
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Great for exploration and feature engineering.
Python
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Our main development language.
LightFM
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Hybrid recommender tool.