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Classify articles by audience age group

$250-750 USD

Closed
Posted almost 6 years ago

$250-750 USD

Paid on delivery
Hi all Thanks for reading my project. We can generally say articles in magazines and newspapers can be classified by age range. For example: - the articles in "Cosmopolitan" magazine are aimed at 18 - 35 year olds. - the articles in the "Financial Times" are aimed at 36 - 50, or 50+. - the articles in "Readers Digest" are aimed at 50+. - the articles in the "New York Times" are aimed at 18 - 35, 36 - 50, and 50+. - the articles in "Vice" are aimed at 18 - 35. So, sometimes there is an obvious target age, and other times it is more general. Typically a certain type of language is used for each age group. For example, we could have three articles about healthy eating. But each one could be targeted at a different age group. Or could be targeted at all age groups. Therefore I do not want to classify the articles according to topic, but rather by the type of language used. I need you to create a script/model which can detect the target age group for articles. We would input an article, and you would output the age range(s). We need 60% - 80% accuracy. We want to use these age ranges: 18 - 35 36 - 50 50+ Please bid stating what you need from me to get started. I will ignore automated bids. You must use Python 3.x. Thanks.
Project ID: 17109134

About the project

22 proposals
Remote project
Active 6 yrs ago

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22 freelancers are bidding on average $449 USD for this job
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Hi I am a qualified python developer with rich experiences of machine learning. I read the job description carefully. I am interesting in this project and am able to work for you. I am going to use tensorflow library and I need the train dataset for starting the work. Looking forward to hearing from you soon. Best Regards, Yongtao
$555 USD in 10 days
4.9 (125 reviews)
7.6
7.6
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Experienced data scientist who has extensively worked on machine learning projects including NLP projects which I believe would be applicable for your work. Would like to know whether you have collection of labelled articles which can be used as training dataset?
$500 USD in 10 days
5.0 (51 reviews)
6.6
6.6
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Hi... I am a Python and Machine Learning specialist, certified by Freelancer. I fully understand your project and I am sure I can help you. Let's discuss details by chat.
$300 USD in 3 days
5.0 (92 reviews)
6.6
6.6
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Hello, I can help with you in your project Classify articles by audience age group . I have more than 5 years of experience in Machine Learning, Python. We have worked on several similar projects before! We have worked on 300+ Projects. Please check the profile reviews. I can deliver your job with in your deadline. Please ping me for more discussion. I can assure the 100% job satisfaction. Thanks,
$500 USD in 5 days
4.9 (35 reviews)
5.9
5.9
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I am Prajwal Bhatt, a recent graduate from IIT Roorkee. I went through the project description and found the problem statement very interesting and peculiar to work on. The things I'll expect from you is the dataset, i.e. various new pieces tagged with the age group they're targetting. Also, a simple logic how will a domain expert classify these articles into the necessary bracket so that we can train the algorithm to understand the same logic. Looking forward to working with you. More about me: I am a creative, flexible and focused individual who is passionate about Data Science, Natural Language Processing and the entire Analytics space. I have acquired knowledge of R programming, Python and C++. Further, I have exposure to Machine Learning algorithms like Neural Network, Regression, Decision Trees, and Clustering algorithms etc. I have experience of working as a data science intern in various recognized companies and start-ups before, Schlumberger, Razorpay, KUAI (Israel, Remote intern); to name a few.
$250 USD in 10 days
4.8 (33 reviews)
5.3
5.3
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Good Morning Employer, I am a professional programmer and I am sure that I can complete your project with perfection. I have good knowledge with Machine Learning in python. I need the dataset for final confirmation My policy, I will complete the whole project and will show it to you once you are satisfied with the work of mine then you can hire me before that you need not hire me Thank you
$555 USD in 10 days
5.0 (24 reviews)
4.3
4.3
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Hi. What will be the format of the article? Is it a text file or a web page. Sending some samples will be a good idea. I will scrape some pages from the above data sources Cosmopolitan, FT, NYT etc.. and build the model around it.
$300 USD in 10 days
4.9 (18 reviews)
3.7
3.7
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Hello Sir, I have read your complete project description. My research areas are Machine Learning and Natural Language Processing. I have multiple research publications in these areas, one of which is about corpus (dataset) creation and their classification. And the other one is about automated profile prediction of the users from their tweets, blogs etc. you can see these papers in my portfolio. These areas are most near to what your task we have in our hands. I will do your task just as you mentioned in your initial requirements and the one's you will provide later. Looking forward to start working with on your very interesting project. Regards,
$275 USD in 10 days
5.0 (8 reviews)
3.8
3.8
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Dear Sir. I read your job post very carefully. I have good experiences in classify, regression .. I can create the model that detect the target age group correctly. I can make accuracy 70% +. I use python3.5 and good at tflearn, keras. I can complete your job perfectly. I look forwad your response. Best Regards.
$555 USD in 10 days
4.9 (4 reviews)
3.4
3.4
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Steve, I must have the data for learning. Most likely you will need the time to prepare it. I will think what I can do without it to save the time. I will try to prepare the code as ifI already have the data will update you dayly Best regards Yuriy P.S. I have send the bid too soon with default payment size. for me it will be enough $250 - so ignore the bid price but freelancer will take 10% (55) - so we should change the project bid price somehow or I can do something later (another task) for you for the rest money.
$555 USD in 10 days
5.0 (2 reviews)
3.0
3.0
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Hello, I am Mahtab Noor Shaan. I have ample experience in Machine Learning and specially in the sector of Text Classification. I think the project can be very much helpful and insightful for my portfolio and so I am highly interested in working with you in this project. I think the most important thing that is needed to perform the job is a good dataset of articles of many different magazines and newspapers. It shall be very helpful if the dataset is labeled or partially labeled. But either way, a dataset with varieties of articles for different age ranges and on different topics are a must to perform this project. Hoping to hear back from you soon.
$277 USD in 7 days
5.0 (2 reviews)
1.6
1.6
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I've carefully read your project description. I am very interested in doing this project of yours. If you want i will be starting doing this work right now. I am a WordPress, PHP, Laravel, Phyton, Codeigniter, Magento, Asp.net, and HTML expert having 10 years of experience and will provide you an 100% guaranteed satisfaction. I am waiting for your prompt reply. Feel free to ask any question you have, I will be solving all your queries. Hope we will have some words again. Thank you
$422 USD in 10 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of HONG KONG
Hong Kong, Hong Kong
5.0
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Member since Dec 2, 2016

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