Here is the step by step process on how to train a neural network with TensorFlow ANN using the API’s estimator DNNClassifier.
We will use the MNIST dataset to train your first neural network. Training a neural network with TensorFlow is not very complicated.
You will proceed as follow :
Step 1: Import the data
Step 2: Transform the data
Step 3: Construct the tensor
Step 4: Build the model
Step 5: Train and evaluate the model
Step 6: Improve the model