TensorFlow
Google’s battle-tested framework for scalable machine learning from research to production.
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Why TensorFlow?
Production-Grade ML
End-to-end platform for building, training, and deploying models at scale with TensorFlow Extended (TFX).
Cross-Platform Deployment
Run models on CPUs, GPUs, TPUs, mobile (TFLite), and web (TensorFlow.js).
Flexible Architecture
High-level (Keras) and low-level APIs for custom model building and control.
Pre-Trained Models
Access TF Hub for models like BERT, ResNet, and EfficientNet for transfer learning.
Google Cloud Integration
Optimized for Google TPUs and AI Platform for distributed training.
Where TensorFlow Shines
Enterprise ML Pipelines
Computer Vision (CV)
Natural Language Processing (NLP)
Edge AI (TFLite)
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