model development and deployment lifecycle |
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| navigate by keyword : agent tech technology digital artificial intelligence machine learning model development lifecycle workflow process data collection preprocessing feature stores training rigs evaluation continuous integration deployment production rollback parachute rocket innovation algorithm science big software business strategy automation pipeline system diagram infographic concept computer engineering research analysis optimization performance scalability future growth |
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| This infographic illustrates the complete lifecycle of an AI model, from data collection and preprocessing through feature stores and training rigs to model evaluation and deployment. It highlights the continuous integration continuous deployment (CI CD) process, culminating in production deployment with rollback capabilities via parachutes. The visual metaphor of a rocket launch signifies the successful deployment of AI technology. |
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