Hello and welcome to Android Central!
What phone do you have? I'm assuming the auto correct occurs when you are text messaging? If so, check your Settings > Language and input > (
Manufacturer's Name here) Keyboard > Predictive text
Or something near along those lines and simply turn off the predictive text.
Hope you get your situation resolved and enjoy!