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

€30-250 EUR

Closed
Posted about 1 year ago

€30-250 EUR

Paid on delivery
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.
Project ID: 36239569

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28 proposals
Remote project
Active 11 mos ago

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28 freelancers are bidding on average €173 EUR for this job
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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 project for you. please leave a message on my chat so we can discuss the budget and deadline of the project. Also, have a look at my profile for my reviews and portfolios. Thanks Note: This is not an automated bid and i'm ready to discuss your project right now. .. .
€250 EUR in 5 days
5.0 (43 reviews)
7.3
7.3
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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 are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion.. Thank you Sandeep
€180 EUR in 3 days
4.9 (177 reviews)
7.5
7.5
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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 confident that I can deliver high-quality results for this project. I have expertise in Python libraries such as NLTK, Scikit-Learn, and SpaCy, which are essential for text classification tasks. I can also preprocess the data and perform feature engineering to enhance the classification model's accuracy. I possess excellent analytical and problem-solving skills, and I can work collaboratively with clients to understand their requirements and provide customized solutions. Thank you for considering my application. I am excited about the opportunity to work with you and deliver successful results. Best Regards, Ferdous
€100 EUR in 7 days
4.9 (127 reviews)
6.8
6.8
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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 require from your end to start a chat with me to discuss about Classify job titles (form 2 sources) into standard caregories using scikit -comparing 2-3 different approaches - . It would be my pleasure to build long term relationship with you. All my skills are related to this particular project. Hoping to hear from you soon. Cheers. Rashid Amjad.
€250 EUR in 8 days
5.0 (28 reviews)
5.8
5.8
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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 in 1 day
4.9 (81 reviews)
5.6
5.6
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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.
€145 EUR in 5 days
5.0 (15 reviews)
5.3
5.3
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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 experience in the /NLP /Machine Learning (ML) /, python/ MATLAB/ C program/C++ programs/ R programs/ Algorithm/Java. Please feel free and you may award me the task; I'd be happy and present you with the best products. Let's discuss this further via chat, and I'll start your project right now. Thanks! Al. A
€140 EUR in 2 days
4.4 (32 reviews)
5.4
5.4
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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 in 4 days
5.0 (12 reviews)
4.8
4.8
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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 implement this classification using scikit in python. Please message me to discuss further. Looking forward to working with you. Thanks and regards, Harish
€199 EUR in 7 days
5.0 (6 reviews)
4.3
4.3
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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 collector) to complex parsers (with authorization, bypassing captcha, rotating ips and others) which can collect millions of products from amazon. I have done web scrapers for: - Amazon - Instagram - Facebook - Google - Twitter - LinkedIn - Pinterest - Walmart - And many others For scraping I use: - Python - Requests - BeautifulSoup - Selenium - Scrapy - Pyautogui - Undetected Chromedriver - Rotating ips I can bypass: - CloudFlare - IP blocking - Captcha - Authorization required - Other limitations Django / PostgreSQL For big scraping projects I usually use Django with PostgreSQL. This allows us to store information in a database for further processing and use. I also set up an administration area which allows us to check the data and set up scraper configs. If you need a professional solution in this area - I am ready to cooperate. I am ready to make a sample script before we start Regards, Oleg
€30 EUR in 7 days
4.9 (10 reviews)
4.1
4.1
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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 in algorithm development. I have a particular expertise in Python and GUI application development. Despite being new to this freelancing platform, I have over 18 years of experience in algorithm development. I am dedicated to providing high-quality results and am committed to meeting deadlines. Please take a look at my reviews for additional assurance of my capabilities. If you are looking for the best outcome, I would be honored to assist you. Results, not words, will prove my worth!
€140 EUR in 1 day
5.0 (6 reviews)
3.3
3.3
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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 scripts but for betting site data and I believe it will be easier and fast to implement it for you. Please get in touch
€150 EUR in 7 days
4.3 (12 reviews)
3.8
3.8
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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 in 7 days
5.0 (8 reviews)
3.2
3.2
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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 launch templates for provisioning elastic applications. ? Knowledge in DNS management in Route53, creation of private and publichosted zones and records for public and intranet applications. ? Knowledge of serverless computing AWS LAMBDA and Azure functions ? Knowledge of DevOps practices and toolset along with CI/CD delivery model and capable of engineering and architecting client-server virtual systems with a focus on security and high availability. ? Delivering infrastructure services (IaaS, PaaS, SaaS), robust and reliable systems through rapid adaptation of technology capabilities, team motivation, and collaborative work with business partners(Amazon. ? Experienced in AWS Management tool (Cloud Formation, CloudWatch, CloudTrail, Config, OpsWorks, Service Catalog, Trusted Advisor) ? Lead the preparation activities ofrelease, change, incident, service request and problem management. ? Exposure in disaster recovery, asset, configuration and availability management, promising enhanced performance.
€140 EUR in 7 days
5.0 (6 reviews)
2.7
2.7
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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 my experience makes me the perfect person for this project. I have joined this platform after a while and have necessary skillsets and knowledge base to provide accurate predictions for your dataset. Please leave a message on my chat so that we could start working on the project.
€80 EUR in 7 days
5.0 (1 review)
0.6
0.6
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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 skills, including Python, Software Architecture, Amazon Web Services, Data Mining. Let's schedule a call or engage in further discussion via chat." I am ready to start working on the project asap. I am available 24/7 so feel free to connect over the phone or chat Kind regards Aqib
€200 EUR in 7 days
0.0 (0 reviews)
0.0
0.0
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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 knowledge in Angular, Django, and MongoDB. Heroku applications and Python. I have CRUD experience and always use agile project development. My Python Django abilities include: - Setting up web applications on Pythonanywhere, Heroku, DigitalOcean, Webfaction, and AWS. - WSGI, Gunicorn, and FCGI configurations for the Nginx and Apache servers. - Making use of version control software such as GIT and SVN. - The popular Python coding tools Flake8, Pylint, Codacy, and Pydocstyle. - Docker deployment is used. - Web development with Django, Flask, and Web2py. - Agile environment that moves quickly and uses Scrum and test-driven development (TDD) I am a skilled algorithm developer. I've successfully resolved several difficult analytical problems using Python programming, and I have experience with the Django framework and Python Automation. Among my key areas of competence are Django, MySQL, Mongo DB, and AWS Services. Additionally, I have extremely extensive knowledge of Javascript, Google App Engine, Cloud services, Jason, REST-style APIs, HTML, CSS, LESS, Bootstrap, Paypal, and Authorize.net. Thank you for your time and consideration. With Regards, Mahima
€300 EUR in 7 days
0.0 (0 reviews)
0.0
0.0
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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 Tree, Random Forest, Naive Bayes, Logistic Regression etc. But, for model training, there should be labeled dataset(corpus). 1. Do you have labeled dataset(defined categories) for training? 2. tfidfvectorizer and word2vecis available, which one do you prefer? Please feel free to contact me for the details Regards. Denys
€120 EUR in 2 days
0.0 (0 reviews)
0.0
0.0
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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 standardized roles from an .xls spreadsheet using machine learning techniques such as TfidfVectorizer and clustering/classification. As referring to my experience I can fulfil all your requirements. I look forward to the opportunity to contribute my skills to your project. When you want this project to be completed? I can start this project today itself. I will offer you seamless work with optimum quality. let's talk and get it done. Thanks and regards Vishal G,
€250 EUR in 30 days
0.0 (1 review)
0.0
0.0
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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 project looks like very familiar with others projects that I do. We can use several approach inside AWS, we can use Glue, EMR, Airflow, Lambda Functions or Sagemaker to do your project, I can draw the design solutions and create all the code needs also with Terraform scripts for prevent disaster and gather a quick recovery. We can schedule a meeting to discuss further and do the definitions of done to the project. Thanks and best regards
€140 EUR in 7 days
0.0 (0 reviews)
0.0
0.0

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PARMA, Italy
5.0
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Member since Feb 16, 2007

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