Where to begin with app development?

I want to make an app similar to what the website polyvore used to be. It was a site where users could search clothing databases from websites and create outfits in a mood board style. I want to include furniture and home decor for home mood boarding as well. I am a very novice programmer and I know this would be a very lengthy endeavor, but I'm just looking for advice on where to begin or good resources to research. 

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