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Product Price Estimation from Description

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

Taidot: Machine Learning (ML), Deep Learning, Luonnollinen kieli, Tensorflow, Keras

Näytä lisää: how to price a handmade product, product pricing examples, product pricing calculator excel, how to calculate selling price of a product, product pricing calculator app, product pricing formula, product pricing methods, how to price a product for retail, price estimation, find printing price estimation, virtuemart product price amount, product price calculator, crawl someone oscommerce product price, virtuemart product price edit display, product price oscommerce, virtuemart product price tax, product price proposal letter, osc sort product price low, virtuemart product price per attribute, oscommerce hide product price

Tietoa työnantajasta:
( 0 arvostelua ) New Delhi, India

Projektin tunnus: #27957204

4 freelancers are bidding on average $93 for this job

HamzaBashirr

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

$111 USD 1 päivässä
(49 arvostelua)
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 7 päivässä
(1 arvostelu)
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 2 päivässä
(0 arvostelua)
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. Lisää

$50 USD 7 päivässä
(1 arvostelu)
0.0