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سه سال پیش منتشر شده
تعداد بازدید: 191
کد پروژه: 414214
شرح پروژه
We have a website that has thousands of customers and is designed to sell some specific product to them. We want to show an advertisement (Ad) banner on the main page of our website. Note that we have a variety of customers and each of them can be influenced (by Ads) in a different way. However, our marketing team is not able to create a specific banner for any individual customer. The marketing team designs 5 different banners (each is designed in a different category, e.g., sport based, cinematic, artistic). We want to offer a different Ad to any individual customer (based on his/her own interests). You are needed to design an algorithm that can specify which Ad would be the best to be shown to each customer.
You should follow these steps:
1. Collecting data and explaining how we can make a structured dataset.
2. Pre-processing and visualizing data to make sure that the data is clean enough for being analysed.
3. Specifying the scope of the problem (classification, clustering, regression, etc.).
4. Choosing the most appropriate algorithm for this task.
5. Evaluating the model by discussing the accuracy, robustness, speed, interpretability, and scalability.
مهارت ها و تخصص های مورد نیاز
مبلغ پروژه
400,000 تومان
مهلت برای انجام
3روز
وضعیت مناقصه
انجام شده
درباره کارفرما
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