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Text classification using unsupervised machine learning

$750-1500 USD

Closed
Posted almost 8 years ago

$750-1500 USD

Paid on delivery
We are looking for talents who can use unsupervised machine learning (clustering) to do text classification for us. All the text materials will be first divided into about 500 classes, and then be combined into about 170 classes which we really need. We have our requirements and criterion to define every class. We can provide a big amount of raw materials, and can only provide 10 classified materials with high classification accuracy for every class. We will reveal more when contact with you. There are no rigid requirements to the coding language.
Project ID: 11247331

About the project

24 proposals
Remote project
Active 8 yrs ago

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24 freelancers are bidding on average $968 USD for this job
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Hello there, my name is Daniel and I would love to help you out with this project. I have experience with both clustering and text mining methods so I know I am the right guy for this task. I have previously performed text mining projects to analyze forums entries and blog articles so I know how to handle NLP methods that will make things much more easier when working with texts. Finally, as you can check on my profile, I am a very reliable freelancer with excellent reviews as the quality of my work and service is really high so I hope to hear back from you soon. Thanks
$750 USD in 20 days
4.7 (80 reviews)
7.2
7.2
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Hi, I am a PhD student in computer science focusing my research in machine learning. I am definitely capable of delivering what you are looking for. Let me know if you would like to speak further. Thank you
$1,111 USD in 20 days
5.0 (20 reviews)
6.6
6.6
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A couple of points to note: 1. Clustering is an unsupervised learning method - correct. But it is not a classification algorithm, it is a segmentation/grouping algorithm. 2. Classification is usually a supervised learning method. E.g., Decision Tree, Random Forest, SVM etc. these are usual classification algorithms. Concepts and terms aside, I got what you are looking for. Let me know how soon do you want to start the project. ===== We are a team of Data Scientists specialised in machine learning and big data. We are based in Bangalore.
$1,500 USD in 20 days
5.0 (5 reviews)
6.3
6.3
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Hello, I am master student and my area of expertise is Machine Learning specifically deep learning models. However, I would use a shallow model for clustering your problem, namely K-mean method. I can do this using C#, matlab, python or other programming language you prefer, but if all are the same, I will probabily do it using C# or matlab. I will be providing you a way to add other classes and retrain the model or better to add new classes and only train for the new class which shall be a fast for training the new class. Looking to hear back from you, Regards, Bassel Safwat
$750 USD in 3 days
5.0 (7 reviews)
5.4
5.4
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Dear Concern, I am interested in your job post involving these skills. It says that you are looking for someone who knows English & MS Office, also who is a detail-oriented person. I think that I am the right person for the job. I have very good experience in Data Entry, Data Processing and making spreadsheet. As a data entry operator, I also am detail-oriented. Rest assured all the data will be accurately entered, no more, no less.
$750 USD in 15 days
4.9 (25 reviews)
5.2
5.2
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Hello I'm interesting your project very well I'm a Good Java, Machine Learning, Math, Algorithm expert. I m quite well experienced in these jobs. Let's go ahead with me I want to service for you continously. Thanks
$1,500 USD in 25 days
5.0 (9 reviews)
4.6
4.6
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Hello, I can manage this task of text classification using unsupervised machine learning as per your provided instructions. Let's discuss further. - I can manage lead generation, web researching and lead list building - I can manage data submission in Back end of websites as well as other online directores - I can manage online data collection & data mining - I can manage calling projects & have also worked on few of cold calling tasks for countries, USA, Canada, Australia and New Zealand - I can manage online/offline data entry tasks - I can manage WORD/EXCEL/ACCESS tasks efficiently thanks.... Uday
$750 USD in 5 days
5.0 (21 reviews)
4.7
4.7
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Hello. Your task is interesting for me and I would like to try to handle it. Write me in case if my person is suit you. Thank you. Kind regards.
$750 USD in 21 days
5.0 (1 review)
2.3
2.3
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I am an expert in data mining and predictive modeling, and I have worked before on text classification. I have a PhD in physics and extensive experience in machine learning and statistics. I work with R and Python.
$1,200 USD in 15 days
0.0 (0 reviews)
0.0
0.0
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I have used unsupervised methods for reduction of data for various project. I can provide solution in R software or as per your requirement.
$1,250 USD in 20 days
0.0 (0 reviews)
1.7
1.7
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I am professional engineer with strong knowledge about machine learning and Matlab. I have worked with many supervised and unsupervised machine learning problem.
$800 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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Maths and CS graduate have core understanding of Ml Algorithms. Have been working on Ml for big financial firm.
$888 USD in 10 days
0.0 (0 reviews)
0.0
0.0
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A proposal has not yet been provided
$888 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi, we are a 2 member team working in the fields of scientific computing and applied mechanics. Skills that might come handy for the given project are excel,statistics, Mathematics, R , Python. Kind Regards
$750 USD in 10 days
0.0 (0 reviews)
0.0
0.0
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Hi, I am about to finish my Data Science certification, along with my masters from Harvard. I have done a similar project where I worked on identifying patterns in text and poetry written by Shakespeare using unsupervised learning. Details about my other projects are available upon request. Please provide more information about the project so I can give you a more exact estimate.
$1,333 USD in 30 days
0.0 (0 reviews)
0.0
0.0
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I have extensive experiencing in document clustering as it was the basis of my research in college. I was able to use text clustering on restaurant reviews to determine types of food mention in reviews and pair them with sentiment to create groups of people with the same taste in food. As far as the project goes, it sounds as though you have a traditional clustering problem, and it will come down to choosing a distance metric that gives you the best separation into 170 classes given the meta data of each block of text. The distance metric used will be directly dependent upon this. Happy to discuss in more detail.
$833 USD in 20 days
0.0 (0 reviews)
0.0
0.0
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My current job involves nonparametric clustering and analysis of infinite streams of documents, and I am current on the theory and application of modern text analysis methods. I would be a great fit for this. I could really do this in 1-2 days, but I added more just to give us the chance to communicate and polish the results. Please contact me if you have any questions. Best, Kris
$777 USD in 10 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of CHINA
上海, China
5.0
45
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Member since Dec 9, 2015

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