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Time series forecasting with Python

Hi,

I would need a comparison of four different models for a time series forecasting project. The four algorithms that need to be implemented are

- Fast Fourier Transform Forecasting model (FFT)

- Theta model

- Multi layer perceptron model (MLP)

- Convolutional Neural Network model (CNN)

I want the prediction on an hourly resolution. The single variable which needs to be forecasted is the PM25 value from the attached dataset. PM 2.5 refers to a category of particulate pollutant.

The implementation should be in python using a jupyter notebook.

Thanks,

Навыки: Python, Статистика, Machine Learning (ML), Алгоритмы, Анализ и обработка данных

О клиенте:
( 1 отзыв ) Basel, Greece

ID проекта: #33781648

21 фрилансеров(-а) готовы выполнить эту работу в среднем за €65

nrajuu07

Hello, I have seen project details that you need a data science expert to do time series forecasting. Currently, I am working as a Research Associate at the E-Healthcare research center at IIIT Banglore. I am listing Больше

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FirmMinds123

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5.4
mykhailodew

Master in Machine Learning and Python Hello, I hope you are safe and Doing well I have seen your project requirements, I am looking to discuss them further with you Hope we will meet soon to discuss further . Coming Больше

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5.1
Humayun491

Hi there! I have read what you exactly need and I have great experience with Machine Learning (ML), Data Analysis, NLP and Deep Learning. However I would like to ask you a few questions. I do work smart and do not rest Больше

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freeproject800

Hello sir ! I have an engineer degree in Data science with more than 9 years of professional experience in python . I have a strong background in time series modelling and forecasting. I can start now Regards

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4.8
merinsinha

Time series forecasting with Python. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are antici Больше

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4.7
RosrislavStar

Hi. I have lots of experience in Python, Time series forecasting, statistics, math. I will guarantee the quality of the job. I hope you give me a chance to work with you. Please kindly message me. Thank you.

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(9 отзывов(-а))
4.1
teekayzitsi

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ionstefanache1

Hi, I can do that project in Python using your requirement. Please contact me on freelancer's messenger for details... Thanks

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1.9
devanshkhandekar

Hey , I can provide you with the Time Series Forecasting model implemented either from scratch or through libraries like DARTS, Nixtla , SKForecast etc. I have extensive experience of working with time series data bot Больше

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(1 отзыв)
1.8
arsakash1997

Hello there I have gone through your requirements and believe that I can help you with the comparison of predictions of algorithms like FTT, CNN, Theta model and MLP. Having a hands-on experience of 2.6 years, I have g Больше

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0.8
CleverEndeavors

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moada9144

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