TensorFlow
ELI5 — The Vibe Check
TensorFlow is Google's deep learning framework — it was king before PyTorch took the crown. It's still widely used in production and mobile (TensorFlow Lite) and has the best deployment story. Think of it as the enterprise Java to PyTorch's Python: more rigid but battle-tested. Google uses it for everything from Search to Photos to Translate.
Real Talk
TensorFlow is Google's open-source machine learning framework. Version 2.x provides eager execution by default with Keras as the high-level API. Its ecosystem includes TF Lite (mobile/edge), TF.js (browser), TF Serving (production), TFX (ML pipelines), and TensorBoard (visualization). It remains dominant in production deployments, edge computing, and Google Cloud ML workflows.
When You'll Hear This
"Our mobile model runs on TensorFlow Lite." / "TensorFlow's production deployment story is still better than PyTorch's."
Related Terms
Deep Learning
Deep Learning is Machine Learning that's been hitting the gym.
Neural Network
A neural network is a system loosely inspired by the human brain — lots of little math nodes connected together, passing numbers to each other.
PyTorch
PyTorch is the most popular framework for building AI models — it's like React for machine learning.