Kedro
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Explore more → **Kedro**
What is Kedro?
Kedro is an open-source Python framework that helps teams build robust, scalable, reproducible, and modular data science pipelines. It incorporates software engineering best practices to improve collaboration, accelerate development, and reduce errors in data science projects. Kedro provides a standardized project structure, data versioning, and pipeline orchestration, making it easier to manage complex workflows and deploy them to production.
What other technologies are related to Kedro?
Kedro Competitor Technologies
Airflow
Airflow is a workflow management platform for data engineering pipelines. It competes with Kedro in terms of orchestrating data processing tasks, although Kedro emphasizes modularity and reproducibility for data science projects.
Kubeflow
Kubeflow is a machine learning platform built on Kubernetes. It competes with Kedro as a platform for developing and deploying ML pipelines, although Kubeflow focuses more on deployment and orchestration at scale.
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Kedro Complementary Technologies
MLFlow
MLflow is a platform to manage the ML lifecycle, including experiment tracking, model packaging, and deployment. It complements Kedro by providing tools for tracking and managing the models developed within Kedro pipelines.
Streamlit
Streamlit is a framework for building interactive data apps. It can be used to visualize the results of Kedro pipelines and create user interfaces for interacting with models.
PySpark
PySpark is the Python API for Apache Spark, a distributed computing framework. It can be integrated into Kedro pipelines for processing large datasets in parallel.
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Which job functions commonly mention Kedro?
MLOps Engineer
0.5% of all MLOps Engineer jobs mention Kedro
View 38
jobs on Sumble
Data Scientist
0.2% of all Data Scientist jobs mention Kedro
View 368
jobs on Sumble
Machine Learning
0.1% of all Machine Learning jobs mention Kedro
View 138
jobs on Sumble
Data Engineer
0.1% of all Data Engineer jobs mention Kedro
View 264
jobs on Sumble
Data, Analytics & Machine Learning
596 Data, Analytics & Machine Learning jobs mention Kedro
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jobs on Sumble
Which organizations are mentioning Kedro?
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