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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