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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,

Taidot: Python, Tilastotiede, Machine Learning (ML), Algoritmi, Datatiede

Tietoa asiakkaasta:
( 1 arvostelu ) Basel, Greece

Projektin tunnus: #33781648

21 freelanceria on tarjonnut keskimäärin €65 tähän työhön

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 Lisää

€100 EUR 7 päivässä
(71 arvostelua)
5.9
FirmMinds123

We have AI & Data Science, Django team who are highly experienced in Machine learning and Deep Learning and can deliver products as per your requirements. We have done many real time projects like Semantic search engi Lisää

€19 EUR 2 päivässä
(49 arvostelua)
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 Lisää

€19 EUR 3 päivässä
(22 arvostelua)
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 Lisää

€30 EUR 1 päivässä
(66 arvostelua)
5.1
(83 arvostelua)
5.5
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

€30 EUR 1 päivässä
(25 arvostelua)
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 Lisää

€90 EUR 2 päivässä
(40 arvostelua)
5.2
JaibhanSinghGaur

Hello sir, I am a python developer with more than 2 years of experience. I have done many projects in past. I can work on : 1. Web Scraping / Data Science / ML 2. Django 3. APP development 4. C/C++ 5. Wordpress Lets Lisää

€30 EUR 2 päivässä
(41 arvostelua)
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.

€19 EUR 2 päivässä
(9 arvostelua)
4.1
teekayzitsi

Hi In my current Profession -I perfom the DBA and Developer duties in high traffic OLTP environment -Data Mining ,Data Science,Machine Learning -Python programing -data analysis using python and R -Data Scraping u Lisää

€19 EUR 7 päivässä
(20 arvostelua)
4.3
maurineted5

A Data Scientist with experience in SPSS, Python, R programming, R studio and anything related to data science and EXCEL guru, who is dynamic, reliable, resourceful, committed and organized with enthusiastic approach t Lisää

€19 EUR 7 päivässä
(24 arvostelua)
4.4
ionstefanache1

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

€750 EUR 30 päivässä
(2 arvostelua)
3.8
(10 arvostelua)
3.4
(3 arvostelua)
2.0
aniskhanvw

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 Lisää

€40 EUR 7 päivässä
(2 arvostelua)
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 Lisää

€30 EUR 3 päivässä
(1 arvostelu)
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 Lisää

€20 EUR 2 päivässä
(2 arvostelua)
0.8
CleverEndeavors

Hello, greetings. I am a computer engineer with more than 7 years of experience in developing AI projects, and I have done several projects on machine learning and deep learning. I have extensive experience in object Lisää

€19 EUR 7 päivässä
(0 arvostelua)
0.0
moada9144

Hi, I am Hassan,from Morocco, Industrial engineer and python developer, I will help you to do your project/assignment until to be satisfied you can trust on me. Contact me. Best regards.

€19 EUR 7 päivässä
(0 arvostelua)
0.0
juhonkang

★★★★★★ Machine Learning + Deep Learning ★★★★★★ Dear client. I read your description carefully and I am really interested in your project. I have worked in AI team and now I have rich experience of 11+ years. My major e Lisää

€20 EUR 1 päivässä
(0 arvostelua)
0.0