Classify job titles (form 2 sources) into standard caregories using scikit -comparing 2-3 different approaches -
Budjetti €30-250 EUR
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.
28 freelanceria on tarjonnut keskimäärin €173 tähän työhön
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
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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.
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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
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
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
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? 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
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
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
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