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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.

Kemahiran: Python, Kejuruteraan Perisian, Amazon Web Services, Perlombongan Data

Tentang Klien:
( 56 ulasan ) PARMA, Italy

ID Projek: #36239569

28 pekerja bebas membida secara purata €173 untuk pekerjaan ini

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 Lagi

€250 EUR dalam 5 hari
(43 Ulasan)
7.3
schoudhary1553

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€180 EUR dalam 3 hari
(177 Ulasan)
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 Lagi

€100 EUR dalam 7 hari
(127 Ulasan)
6.8
rashidamjad

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€250 EUR dalam 8 hari
(28 Ulasan)
5.8
mirzaahamza

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€40 EUR dalam sehari
(81 Ulasan)
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 dalam 5 hari
(15 Ulasan)
5.3
alamineee

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€140 EUR dalam 2 hari
(32 Ulasan)
5.4
anaya8777

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€150 EUR dalam 4 hari
(12 Ulasan)
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 Lagi

€199 EUR dalam 7 hari
(6 Ulasan)
4.3
robartint

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€30 EUR dalam 7 hari
(10 Ulasan)
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 Lagi

€140 EUR dalam sehari
(6 Ulasan)
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 Lagi

€150 EUR dalam 7 hari
(12 Ulasan)
3.8
devastatingram

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€140 EUR dalam 7 hari
(8 Ulasan)
3.2
nitin6312offcie4

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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 Lagi

€80 EUR dalam 7 hari
(1 Ulasan)
0.6
aqibnasim

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(0 Ulasan)
0.0
mahimachouhan91

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€300 EUR dalam 7 hari
(0 Ulasan)
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 Lagi

€120 EUR dalam 2 hari
(0 Ulasan)
0.0
VishalG2909

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€250 EUR dalam 30 hari
(1 Ulasan)
0.0
edinorjr

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€140 EUR dalam 7 hari
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0.0