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.

Taidot: Python, Tietojärjestelmäarkkitehtuuri, Amazon Web Services, tiedonlouhinta

Tietoa asiakkaasta:
( 56 arvostelua ) PARMA, Italy

Projektin tunnus: #36239569

28 freelanceria on tarjonnut keskimäärin €173 tähän työhön


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€250 EUR 5 päivässä
(43 arvostelua)

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€180 EUR 3 päivässä
(177 arvostelua)

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€100 EUR 7 päivässä
(127 arvostelua)

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€250 EUR 8 päivässä
(28 arvostelua)

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€40 EUR 1 päivässä
(81 arvostelua)

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€145 EUR 5 päivässä
(15 arvostelua)

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€140 EUR 2 päivässä
(32 arvostelua)

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€150 EUR 4 päivässä
(12 arvostelua)

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€199 EUR 7 päivässä
(6 arvostelua)

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€30 EUR 7 päivässä
(10 arvostelua)

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€140 EUR 1 päivässä
(6 arvostelua)

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€150 EUR 7 päivässä
(12 arvostelua)

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(8 arvostelua)

? 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 Lisää

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€80 EUR 7 päivässä
(1 arvostelu)

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€200 EUR 7 päivässä
(0 arvostelua)

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€300 EUR 7 päivässä
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€120 EUR 2 päivässä
(0 arvostelua)

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€250 EUR 30 päivässä
(1 arvostelu)

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