- To recommend similar products (apparel) to the given product (apparel) on Amazon. Product recommendations are the alternative way of navigating through the online shop, showing similar products to the user which they are searching for.
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The recommendation engine, uses information about 1,80,000 products and each product will have multiple features. Multiple techniquies using text/title are used to recommend similar products/items
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Each product/item has 19 features in the raw dataset out of these 19 features, we will be using only 6 features
- asin (Amazon standard identification number)
- brand (brand to which the product belongs to)
- color (color information of apparel, it can contain many colors as a value eg: red and black stripes)
- product_type_name (type of the apperal, ex: SHIRT/TSHIRT)
- medium_image_url (url of the image)
- title (title of the product)
- formatted_price (price of the product)