Time series forecasting with Python
Бюджет €8-30 EUR
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,
21 фрилансеров(-а) готовы выполнить эту работу в среднем за €65
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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
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
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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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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Hi, I can do that project in Python using your requirement. Please contact me on freelancer's messenger for details... Thanks
Hi, I have been an academic at a top-ranked engineering university, since 2013. Currently, I am on a sabbatical, residing in the UK, as a stay-home-dad. I have adequate knowledge of the breadth of ML algorithms with a Больше
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
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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