TensorFlow.js is a hardware-accelerated JavaScript library that enables machine learning directly in the browser and Node.js. It provides low-level and high-level APIs (similar to Keras) for building neural networks from scratch, tools to import existing TensorFlow models, and multiple execution backends including WebGL, WebAssembly, WebGPU, and native TensorFlow.