AI Strategy, Data Ingestion and DevOps - Artificial Intelligence Zone

How Rocket Companies modernized their data science solution on AWS

AWS Machine Learning Blog

FEBRUARY 21, 2025

Steep learning curve for data scientists: Many of Rockets data scientists did not have experience with Spark, which had a more nuanced programming model compared to other popular ML solutions like scikit-learn. This created a challenge for data scientists to become productive.

Data Science

Data Science Data Scientist Data Ingestion DevOps

How Axfood enables accelerated machine learning throughout the organization using Amazon SageMaker

AWS Machine Learning Blog

FEBRUARY 27, 2024

The model will be approved by designated data scientists to deploy the model for use in production. For production environments, data ingestion and trigger mechanisms are managed via a primary Airflow orchestration. About the Authors Dr. Björn Blomqvist is the Head of AI Strategy at Axfood AB.

Machine Learning

Machine Learning DevOps Data Scientist Data Quality

Artificial Intelligence Zone

How Rocket Companies modernized their data science solution on AWS

How Axfood enables accelerated machine learning throughout the organization using Amazon SageMaker

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