DataOps (Data Operations)

armen23344
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DataOps (Data Operations)

Сообщение armen23344 » 09 июн 2024, 11:37

DataOps (Data Operations)
Phases:
Data Collection: Collect data from various sources.
Data Processing: Clean, preprocess, and transform data.
Data Integration: Integrate data into a unified format.
Model Development: Develop and train models.
Model Deployment: Deploy models into production.
Monitoring and Maintenance: Continuously monitor and maintain models.


Agile Data Science
Phases:
Sprint Planning: Define project goals and deliverables.
Data Exploration: Explore and understand data.
Model Prototyping: Develop initial model prototypes.
Model Iteration: Continuously refine models based on feedback.
Deployment: Deploy models into production environments.

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