The key to noise reduction is to stack multiple images. Additionally, you can use stacks of dark, flat and bias frames to remove different types of noise. At least the shooting of several light, dark and bias frames can be easily achieved.
Have a look at siril. The program is a little difficult to handle at first but there are good tutorials in the internet.