In these illustrations the matrices have row and column headers, but the actual matrices we feed into TensorFlow have none. The import_data() function first checks if the data directory “data/” exists in your current working directory or not. If it doesn’t exist, the code tries to unzip the tarred data from the file “data.tar.gz”, which is expected to be in your current working directory. You need