Data & AI
Reinvent your recommender system using Vector Database and Opinion Mining
Reinvent your recommender system using Vector Database and Opinion Mining
With its new positioning, Dailymotion wants to give its users the possibility to get out of their filter bubble. The new home feed is…
How Deep Learning can boost Contextual Advertising Capabilities
How Deep Learning can boost Contextual Advertising Capabilities
Dailymotion’s advertising solution uses video frame signals and computer vision techniques to target categories from the IAB taxonomy…
How we used Cross-Lingual Transfer Learning to categorize our content
How we used Cross-Lingual Transfer Learning to categorize our content
How to transfer the knowledge from an English/French textual model to new languages
Bringing Machine Learning models into production without effort at Dailymotion
Bringing Machine Learning models into production without effort at Dailymotion
How we manage to schedule Machine Learning pipelines seamlessly with Airflow and Kubernetes
Realtime data processing with Apache Beam and Google Dataflow at Dailymotion
Realtime data processing with Apache Beam and Google Dataflow at Dailymotion
Dailymotion is a leading video platform which allows users to discover and watch new videos based on their tastes and trending subjects…
Getting started with Data Lineage
Getting started with Data Lineage
What is data lineage and how does it provide visibility at Dailymotion?
How to design Deep Learning models with Sparse Inputs in Tensorflow Keras
How to design Deep Learning models with Sparse Inputs in Tensorflow Keras
A few weeks ago, we revealed how Data Scientists and Data Engineers — at Dailymotion — collaborate to efficiently release in production…
Building modern recommender systems: when deep learning meets product principles
Building modern recommender systems: when deep learning meets product principles
Given the size of our catalog, being able to select automatically the best videos to recommend to our users is crucial…
How Dailymotion improved by collecting billions of events
How Dailymotion improved by collecting billions of events
Discover why we’ve decided to collect billions of “events” every day…
Collaboration between data engineers, data analysts and data scientists
Collaboration between data engineers, data analysts and data scientists
How to efficiently release in production?
On topic annotation: how to extract relevant labels from videos?
On topic annotation: how to extract relevant labels from videos?
In order to be able to characterize the content of our video catalog, the Data Team is working on automatic algorithms…
