A tensor is a generalization of vectors and matrices to potentially higher dimensions. Optimizer is the extended class in Tensorflow, that is initialized with parameters of the model but no tensor is given to it. It will be removed in a future version. Calculating the loss by comparing the outputs to the output (or label) Using gradient tape to find the gradients. tensorflow.python.framework.tensor_shape iterate Optimizing the variables with those gradients. Create a Dataset instance from some data. Tensorflow Convolution Neural Network Negative Dimension size; Proper way to identify photocopied images; tensorflow cuda Could not load dynamic library 'libcusolver.so.11' Sentence classification: Why does my embedding not reduce the shape of the subsequent layer? Syntax: tensorflow.convert_to_tensor ( value, dtype, dtype_hint, name ) for TensorFlow Users Flatt () method in Method 2, making the tool more flexible. Tensor