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Automate the categorisation of text

Hi all

I have a list of job categories:

Accounting

IT

Management

Science

Recruitment

Etc.

I have a large number of different job adverts. For example:

Title: Software Engineering Manager

Description: We require a Software Engineering Manager to join our team. You must have 10 years experience managing teams of software engineers... etc. etc.

I need to put each of these job adverts into the correct category. So using the example above, the job advert would go into the IT and Management categories.

I need to automate this process.

I need either a rule based system or some sort of trained model which can accept the job advert text and properly categorise the adverts.

You don't have to do all the work (e.g. I can train the model). I just need you to figure out the best way to do this, and to develop the basic system.

Please ask any questions.

Obviously I will ignore any bids which are about Wordpress websites and graphic design. :)

Thanks.

Compétences : Apprentissage Automatique, Langage Naturel, Python

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Concernant l'employeur :
( 16 commentaires ) Hong Kong, Macau

N° du projet : #12697755

Décerné à :

yvs1

Hello, I am working as programmer and data science engineer more then 10 years. We can try to solve your problem using maching leanging models or hibrid approach (rules & ML models, fuzzy logic etc). I have experience Plus

333 $ USD en 10 jours
(0 Commentaires)
0.0

25 freelance ont fait une offre moyenne de 498 $ pour ce travail

aki003iitr

4 years of experience in data [url removed, login to view] science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience with VBA & Tableau - Stati Plus

500 $ USD en 10 jours
(11 Commentaires)
4.5
guptaabhinav

Expert Python developer with experience in text classification and natural language processing. Contact me to discuss this project. I'd love to work on this, thanks

388 $ USD en 7 jours
(12 Commentaires)
4.1
vorasiddh4it

Hello, You can see my last project which are based on Algorithm Development Machine Learning and I can complete your project perfectly. We have 9+ years experience in Java software development. We have successful Plus

250 $ USD en 10 jours
(7 Commentaires)
4.2
555 $ USD en 10 jours
(1 Commentaire)
3.7
masterlancer999

HI this project is based on machine learning field I'm a expert of ML and data science I ever had completed IMDB review classification, Twitter review clasification projects so that I can do your project Please wo Plus

555 $ USD en 10 jours
(7 Commentaires)
3.5
250 $ USD en 10 jours
(8 Commentaires)
3.6
shanoop234

Hi! I am a researcher currently working on convolutional neural networks and object classification from Lidar datasets. I have done projects based on NLP and neural networks and is trained in machine learning. For yo Plus

555 $ USD en 10 jours
(3 Commentaires)
3.5
wondergenie

I am sure you have tried KNN and naive Bayes. We can experiment with other classifiers based on your data. Give a ping back and we can chat! Conversant with python,NLTK, R/Rstudio, see our latest analysis here: Plus

900 $ USD en 20 jours
(1 Commentaire)
3.0
codetastic

Hello, I am an experienced Python programmer with expertise in this type of text processing automation. I have used tools (modules) like NLTK, FuzzyWuzzy, and of course good old re to solve these types of problems i Plus

333 $ USD en 4 jours
(4 Commentaires)
2.9
AleenaIlyas

Hello, I have read what you exactly need, however I would like to ask you a few questions. I do work smart and do not rest until I get the job done. Please feel free to ping me anytime so we can have a detailed discuss Plus

555 $ USD en 10 jours
(1 Commentaire)
2.4
mohamedrdait

Hello sir I can create a R script that will allow you to automate this process by using textmining all what I need is a database for your previous observation (training data) contact me for more details best rega Plus

250 $ USD en 5 jours
(2 Commentaires)
2.5
555 $ USD en 10 jours
(1 Commentaire)
1.8
misha98857

A proposal has not yet been provided

388 $ USD en 3 jours
(1 Commentaire)
1.0
catstevens2009

Hi there! Have prior experience with programming in python and big data. Please feel free to ping me with any additional information or with questions if any! Thanks! -Steve

400 $ USD en 10 jours
(1 Commentaire)
1.1
555 $ USD en 6 jours
(0 Commentaires)
0.0
rampil

python

444 $ USD en 5 jours
(0 Commentaires)
0.0
george343

I can right a script to categorize based on key words you give. We can discuss if its possible for the script to learn and improve the categorization

555 $ USD en 10 jours
(0 Commentaires)
0.0
yonisim

I can do this in python or java quickly. I have experience with machine learning and algorithms too. + Worked on a similar task whilst developing a job search engine.

555 $ USD en 10 jours
(0 Commentaires)
0.0
AppSquads

Hello, Thank you for sharing opportunities. we are a team of 70 full time freelancers having expertise on PHP and all CMS like WORDPRESS, PRESTASHOP, OPENCART, JOOMLA, SHOPIFY, MAGENTO. We also worked on AngularJS Plus

766 $ USD en 12 jours
(0 Commentaires)
0.0
LMather

With 3+ years in Python, I think my skills would fit nicely into your project. I can complete this within a day, guaranteed. I will produce a professional, bug-free, clean script for you.

250 $ USD en 1 jour
(0 Commentaires)
0.0