Those in training can claim the costs for their home office as special expenses; during further training and a second degree, as income-related expenses. Depending on the size of the home office, you can include the relevant share of your rent and utility costs in your training or further training costs.
For a home office of 25 square metres in a 100 square metre flat, you can declare a quarter of the rent and utility costs in the tax return.