search

AMAI-GmbH / AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2022
https://i.am.ai/roadmap
MIT License
28.99k stars 2.46k forks source link

AI doubt #30

Closed js08 closed 2 years ago

js08 commented 3 years ago

Hi,

I am trying to apply AI and ML algorithms in my data, there are hundred thousand stores with competitors, where gas prices changes 15 minutes once. Assume in each city if I have my own gas station and how should I give my prices so that more customers come to my store.

Can we apply AI for my above logic

Thanks

Sam-code-stack commented 3 years ago

Yeah you can include AI

On Sun, Feb 7, 2021, 02:49 js notifications@github.com wrote:

Hi,

I am trying to apply AI and ML algorithms in my data, there are hundred thousand stores with competitors, where gas prices changes 15 minutes once. Assume in each city if I have my own gas station and how should I give my prices so that more customers come to my store.

Can we apply AI for my above logic

Thanks

— You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub https://github.com/AMAI-GmbH/AI-Expert-Roadmap/issues/30, or unsubscribe https://github.com/notifications/unsubscribe-auth/ARSUU4DRPPDPUIKF5RYTV4DS5XWUJANCNFSM4XG4TBGQ .

js08 commented 3 years ago

@Sam-code-stack can you tell me how to solve it

MohannadEhabBarakat commented 3 years ago

@js08 I would solve it I'll try first linear regression or SVM. First: try one model on all cities, see if it generalizes will. Then try to train it or retrain it on one city only and compare the results. seconde: maybe I'll consider past prices too. So I'll try LSTM or something like that.

I'm not an expert yet, anyway these are my thoughts.

Sam-code-stack commented 3 years ago

Thanks

On Tue, Feb 9, 2021, 18:04 Mohannad Ehab Barakat notifications@github.com wrote:

@js08 https://github.com/js08 I would solve it I'll try first linear regression or SVM. First: try one model on all cities, see if it generalizes will. Then try to train it or retrain it on one city only and compare the results. seconde: maybe I'll consider past prices too. So I'll try LSTM or something like that.

I'm not an expert yet, anyway these are my thoughts.

— You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub https://github.com/AMAI-GmbH/AI-Expert-Roadmap/issues/30#issuecomment-776090422, or unsubscribe https://github.com/notifications/unsubscribe-auth/ARSUU4BBRJXE7PJGSE4C7UTS6FTK3ANCNFSM4XG4TBGQ .

js08 commented 3 years ago

@MohannadEhabBarakat @Sam-code-stack can you provide few working examples

Sam-code-stack commented 3 years ago

I can try my best

dani3lcruise commented 3 years ago

Buy a tesla and settle