TensorFlow.js installation verification includes checking the tf object in the console, running basic tensor operations, and confirming version compatibility. For Node.js, import @tensorflow/tfjs-node and test tensors. Verify GPU support by checking WebGL availability via tf.ENV.get('WEBGL_VERSION').