I remember this kind of a season from somewhere.

There was a season in the past in which Manchester City were even much worse than this situation in the Premier League. However they still captured the league title at the end by coming from really far behind.

Would this be another season in which they do the same?
I say why not? Because at the end of the day they still have the best squad in the league and the best manager who is Guardiola at the same time.
They are already doing great in the Champions League statistically and I believe that they will make things better soon here also.
Well you're right, about last season, Arsenal where dominating the league from the beginning of the season to midpoint and even became everyone's favorite to win the league at some point, but they bottle the league and gave Manchester City and opportunity to lift the trophy again, therefore i won't be suprised if same thing reoccur this season, cause if you look at the standings you'll see that City are not left out in the title race, there's still hope for them to win it, since the gap between them and the current league leaders is not very wide.
City might find it very tough defending the Champions League title but winning the EPL is not going to be very tough for them and i concour with your statement that they got the best players and manager currently, making them very strong potential winners of the EPL and sonner or later, maybe after the January window, we'll see them dominating the EPL table.
Let's see whether Arsenal, Aston Villa and Liverpool can take advantage of Manchester City unstable situation to win the title this season or whether Manchester City will rise and take the top of the standings in the upcoming matches. Of course, Manchester City has a squad that is quite high quality in terms of their players and also has a coach whose quality is beyond doubt in bringing the team to win trophies. The big question is whether Arsenal can learn from last season failure or they still don't have the mentality to become champions this season.
This season is different from the previous season because this season Aston Villa made a lot of progress in their squad and even managed to beat Manchester City. I think we will see a new team that will try to thwart Arsenal mission to win the title. But for now I still believe that Manchester City will be able to defend their title this season because they still give other teams the opportunity to step over them before the time comes for them to become leaders of the standings again.