Creating ML from basics

Question

I have created a tic tac toe game in c# in visual studio that can be played against computer and I have wrote all strategies in code ....Is this a machine learning or a simple program?

If it is not a machine learning then how can i create it without using any machine learning library ( i actually want to start from my own machine learning project with just coding experience)

Answer 1

Machine learning is based on discovering patterns from data, not following the pre-set rules.

So in order to make it a machine learning process, you should supply the algorithm with as many game combinations as possible (this will be your features) and set the game status (win, lose, draw) as target.

Of course, it does not make sense for such a simple game, but I just wanted to let you know how would that go ;)

From scratch implementation is a good idea to fully understand the mechanics. Check out my tries to implement linear and logistic regression:
https://code.sololearn.com/cU8787JuqEmN/?ref=app
https://code.sololearn.com/cwstTU4ohOr9/?ref=app