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When to use TensorFlow?
Large-Scale ML
TensorFlow is suitable for large ML systems.
It supports distributed training.
Common in enterprise AI.
Production Deployment
It is optimized for production environments.
TensorFlow supports multiple platforms.
Used in scalable systems.
Mobile ML
TensorFlow Lite enables mobile AI.
It supports on-device inference.
Used in mobile apps.
Enterprise AI
TensorFlow fits enterprise workflows.
It integrates with cloud platforms.
Common in corporate environments.
Model Lifecycle
It supports end-to-end ML pipelines.
TensorFlow manages training and serving.
Useful for mature ML teams.
Data Pipelines
TensorFlow handles large datasets.
It supports efficient data processing.
Used in big data contexts.
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