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Classify articles by audience age group

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.

Compétences : Apprentissage Automatique, Python

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Concernant l'employeur :
( 8 commentaires ) Hong Kong, Hong Kong

Nº du projet : #17109134

33 freelance font une offre moyenne de $440 pour ce travail

zhangyingtai

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 librar Plus

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6.6
AItechnology

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 ar Plus

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wang1013

Hi. I'm python expert and have rich experience with tf and sklearn. I have finished many ML tasks for clients and makes them satisfied. I can work with predictive, statistics. I think your project is very familiar Plus

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edecena75

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.

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schoudhary1553

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 wo Plus

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prajwalbhatt

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 Plus

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dinhfreedom

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beautiXiao

hi,dear. We understand your requirements and I am very interested in this job - 'Classify articles by audience age group'. We are senior software developers and I am able to perform this task with my developers team. Plus

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davidngo817

Hello, dear. I am interested in your project. I have extensive experience in face recognition, age recognition, emotion recognition and etc using Python and machine learning. As I am a developer with rich experience Plus

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williams115

Hi, there, My name is Phong Tran Nguyen, you can call me Phong in a short. I have read your project description and I see that you would like to build classification model to output target age group for the input - ar Plus

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4.5
MoAbd

Do you have dataset for the task ? if you have , is it annotated? proposal: I have 3 years experience in data science field, I`m interested in large-scale data mining and machine learning, I have experience buil Plus

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vaibhav290797

I will need the dataset as well as labels for those. I have 2.5+ years of experience in machine learning, computer vision, and deep learning. I have worked on GANs, CNNs, RNNs, LSTMs, and other old ML techniques suc Plus

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visweswaran1998

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 fi Plus

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vorasiddh4it

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sushanthpakki

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 m Plus

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blue2sea

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 g Plus

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WIFTCAP

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yvs1

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general985

Hello sir. I'm excited about your project, because I've really rich experience in Age Recogntion Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide wonderf Plus

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