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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.

Taidot: Python, Tietojärjestelmäarkkitehtuuri, Amazon Web Services, tiedonlouhinta

Tietoa asiakkaasta:
( 56 arvostelua ) PARMA, Italy

Projektin tunnus: #36239569

28 freelanceria on tarjonnut keskimäärin €173 tähän työhön

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 Lisää

€250 EUR 5 päivässä
(43 arvostelua)
7.3
schoudhary1553

Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 850 + Projects. I have 6 + years of the experience in same kind of projects. If you Lisää

€180 EUR 3 päivässä
(177 arvostelua)
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 Lisää

€100 EUR 7 päivässä
(127 arvostelua)
6.8
rashidamjad

Hi there, How are you? I have gone through your project details. I would like to tell you that l have a great bunch of experience in Data Mining, Python, Software Architecture and Amazon Web Services. For that I would Lisää

€250 EUR 8 päivässä
(28 arvostelua)
5.8
mirzaahamza

Hey I am expert in python and I can help you with your project message me to discuss so that we can start working on it

€40 EUR 1 päivässä
(81 arvostelua)
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 5 päivässä
(15 arvostelua)
5.3
alamineee

Hi, Dear Employer; I am Al.A from Korea. I have read your job post carefully. I can write clean, validated Python and Machine Learning code and make a device-supported M. File. I have over seven-plus years of experien Lisää

€140 EUR 2 päivässä
(32 arvostelua)
5.4
anaya8777

I can create software on AWS EC2 in python from the scratch. I can do it perfectly. Lets discuss more in chatbox so please message me.

€150 EUR 4 päivässä
(12 arvostelua)
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 Lisää

€199 EUR 7 päivässä
(6 arvostelua)
4.3
robartint

Hello I am a professional python developer. My main specializations are automation, web scrapers and bots development. I have already developed over 200 scrapers. From the simplest (for example, a competitor's price Lisää

€30 EUR 7 päivässä
(10 arvostelua)
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 Lisää

€140 EUR 1 päivässä
(6 arvostelua)
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 Lisää

€150 EUR 7 päivässä
(12 arvostelua)
3.8
devastatingram

Let's turn your ideas into reality!I have checked have some doubts message me so we can discuss. I'm here to help you achieve your requirement with my expertise and dedication. Thank You

€140 EUR 7 päivässä
(8 arvostelua)
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 Lisää

€140 EUR 7 päivässä
(6 arvostelua)
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 Lisää

€80 EUR 7 päivässä
(1 arvostelu)
0.6
aqibnasim

Hi Fabio Z. After reviewing your job listing, I feel that our team is a strong match for the requirements. Our recent experience delivering similar projects has given us confidence in our possession of the necessary s Lisää

€200 EUR 7 päivässä
(0 arvostelua)
0.0
mahimachouhan91

Hi There! You need to Create software on AWS EC2 in python from the scratch. I have seen the project description carefully also saw the attachments send me a message for more discussion. I'm a Python programmer with Lisää

€300 EUR 7 päivässä
(0 arvostelua)
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 Lisää

€120 EUR 2 päivässä
(0 arvostelua)
0.0
VishalG2909

Hello, Greetings for the Day!!! I have gone through your requirement and understood every aspect of them. I am an experienced Python developer and would be glad to help you build the software on AWS EC2 to extract Lisää

€250 EUR 30 päivässä
(1 arvostelu)
0.0
edinorjr

Hello there, I'm senior Data Engineer with more than 17 years experience, I have worked in great companies like NTT Data and Online Business Systems, building Data Pipelines, Data Warehouses and Data Lakes. Your projec Lisää

€140 EUR 7 päivässä
(0 arvostelua)
0.0