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The long answer is no, definitely not.
You'll learn as much about machine learning by playing this game as you learned about plumbing by playing Super Mario.
The game is made of simple puzzles, most of which can be brute forced. At best, sometimes, you might feel like you had to think. And then the solution you found will be used to solve the next 5 puzzles too, yay.
But nowadays, asking an AI to draw a picture for you is considered art, so what do I know? Maybe clicking a button half a dozen times is the peak way to understand what machine learning is.
ps: if you want more details, click my profile, check my game reviews. Or just click this link to that same review.
steamhost.cn/steamcommunity_com/profiles/76561198056675171/recommended/619150/