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Functions
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AI engineers face challenges in the installation and configuration of various AI tools, data preparation, and model training. To address these challenges, the one-stop AI development platform ModelArts is provided. The platform integrates data preparation, algorithm development, model training, and model deployment into the production environment, allowing AI engineers to perform one-stop AI development.


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   :alt: **Figure 1** Function overview

   **Figure 1** Function overview

ModelArts has the following features:

-  **Data governance**

   Manages data preparation, such as data filtering and labeling, and dataset versions.

-  **Rapid and simplified model training**

   Enables high-performance distributed training and simplifies coding with the self-developed MoXing deep learning framework.

-  **Multi-scenario deployment**

   Deploys models in various production environments, and supports real-time and batch inference.

-  **Auto learning**

   Enables model building without coding and supports image classification, object detection, and predictive analytics.