What really helped me improve my typing speed is to memorize where every key is located. Every time I press the wrong key, I have to go back to make corrections, and that consumes the time.

Set a goal, practice for short periods of time, be persistent, and don't give up until you achieve it.

Do not look at the keys on keyboard, resist the temptation.