Can you mine Ethereum using a CPU?

With the current price of Ethereum, many crypto-newcomers are keen to jump on the mining bandwagon using their own machines. Although it’s technically possible to do this with your home or office machine, the question of whether ETH can be mined with a CPU is secondary to the question about whether you can do so