Product Price Estimation from Description

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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.

examples:

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

Machine Learning (ML) Deep Learning Naturlig språk Tensorflow Keras

Prosjekt-ID: #27957204

Om prosjektet

4 bud Eksternt prosjekt Aktiv 3 år siden

4 frilansere byr i gjennomsnitt $93 for denne jobben

HamzaBashirr

I have an experience in machine learning and NLP. You can visit my profile. Waiting for your good response

$111 USD på 1 dag
(49 Omtaler)
5.2
ganeshs2763

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.

$100 USD på 7 dager
(1 anmeldelse)
1.0
ankitraghav10203

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.

$111 USD på 2 dager
(0 Omtaler)
0.0
sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python, JAVA and etc. Mer

$50 USD på 7 dager
(1 anmeldelse)
0.0