Task is to build a machine learning system that can learn and generalise well on predicting product prices from its description. Share in a detailed plans with your bid . Thing like model you will use, if you have a proof of concept for them from similar NLP Problems. What extra machine learning tricks you will leverage (augmentation, regularization etc). How can that be productionized etc.
Basically the input will be a product description and expected output is expected price for that product description. So a PC description should come as expensive. A simple grocery item as something 2$ etc.
input : "Oculus Quest 2 — Advanced All-In-One Virtual Reality Headset — 64 GB"
output : $299
input : "Oculus Quest 2 — Advanced All-In-One Virtual Reality Headset — 256 GB"
output : $399
input : "Star Wars The Black Series Speeder Bike Scout Trooper and The Child Toys 6-Inch-Scale"
output : $49.99
expect a good huge dataset of million scale. Also additional document and detailed specs for item can be used as feature too.
Open to ad hoc ideas bids too that can learn this data well
4 freelancere byder i gennemsnit $93 timen for dette job
Hi I am an experienced data scientist with knowledge of neural networks and deep learning. I would suggest to use a text encoder and regressor. Ping me and we can discuss.
i am experienced machine learning engineer in one of the most reputed company of the world i assure you to complete this work within given time with 100 percent accuracy.