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Classify job titles (form 2 sources) into standard caregories using scikit -comparing 2-3 different approaches -

Job Description:

Create software on AWS EC2 in python from the scratch.

This software will take data from an .xls spreadsheet and will return another xls with a new column "standardized role".

We need to extract standard company roles (i.e. HR or Operations) from 2 fields: headline and title - categorization

using python library, possibly scikit

we need to use TfidfVectorizer to find keywords from these 2 original fields

and also clustering/classification

It would be nice to compare the result from 2-3 different approaches if they all match then automatically categorize the record otherwise ask for human supervision.

Færdigheder: Python, Software Arkitektur, Amazon Web Services, Datasøgning

Om klienten:
( 56 bedømmelser ) PARMA, Italy

Projekt ID: #36239569

28 freelancere byder i gennemsnit €173 timen for dette job

umg536

Hi there, I'm bidding on your project "Classify job titles (form 2 sources) into standard caregories using scikit -comparing 2-3 different approaches - " Being an expert in Python and matlab programming I can do this Flere

€250 EUR in 5 dage
(43 bedømmelser)
7.3
schoudhary1553

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€180 EUR in 3 dage
(177 bedømmelser)
7.5
fhasanbd

Dear Employer, I am writing to express my interest in the project of classifying job titles from different sources using Python. With my experience in Natural Language Processing (NLP) and Machine Learning (ML), I am Flere

€100 EUR in 7 dage
(127 bedømmelser)
6.8
rashidamjad

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(28 bedømmelser)
5.8
mirzaahamza

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€40 EUR på 1 dag
(81 bedømmelser)
5.6
anayapallavi

I am experienced python developer with strong experience in aws as well. I can create software on AWS EC2 in python from the scratch. Thanks.

€145 EUR in 5 dage
(15 bedømmelser)
5.3
alamineee

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(32 bedømmelser)
5.4
anaya8777

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€150 EUR in 4 dage
(12 bedømmelser)
4.8
trickytechsol

Hi, I have read your requirements and looked at the attachment. Being a computer science grad and a software professional, I have experience in machine learning algorithms. I can use TF-IDF or BoW methods and implemen Flere

€199 EUR in 7 dage
(6 bedømmelser)
4.3
robartint

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(10 bedømmelser)
4.1
marlinrikey

Hello, Nice to bid on your project. I think python is the best language to process titles for your project. I am well-versed in various programming languages, including Python, C#, and C++, and have a strong background Flere

€140 EUR på 1 dag
(6 bedømmelser)
3.3
mcollinscalz

Hello am Collins and am a Machine Learning expert, based on your project requirements I will be able to write a python program that performs data scraping and categorizes the data that you have. I have done similar scr Flere

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(12 bedømmelser)
3.8
devastatingram

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3.2
nitin6312offcie4

? Experience in AWS Security: Created and Managed IAM roles, users, groups, policies, generated credential report for analysis ? Creation of Auto Scaling groups (ASGs) from custom or pre available AMIs, by creating lau Flere

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2.7
abasit89

I am Machine Learning Engineer with four years of extensive experience in machine learning, Python, Deep Learning models, Tensorflow, Keras, scikit-learn, Pandas, image processing, and computer vision. I believe that m Flere

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0.6
aqibnasim

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0.0
mahimachouhan91

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0.0
denysvelychko

Hello there I read your job description and I see you need a text classification from the job title and headline. This is NLP project and I will use scikit-learn, for this classification, we can use KNN, SVM, Decision Flere

€120 EUR in 2 dage
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0.0
VishalG2909

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0.0
edinorjr

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0.0