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Time Series script

I am after forecasting some volumes for different products for a project I am currently working for.

In order to do so I want to implement different methodologies:

• ARIMA

• SARIMA

• LSTM (RNN)

• Neural Network

• Another method

I want to have a script for each of the models listed above. As you must know, for me to select what is the best model to use I need to have a accuracy measurement. The ones I need to you to display are the following:

• MAPE

• RSME

• Another one you consider important for this task.

Also, there are some hyper parameters that need to be tunned depending on the model: as in SARIMA(p,d,q)(P,D,Q,m). I want the model to do grill search in order to find the best parameters for the model when possible. I know it is possible for ARIMA/SARIMA we can discuss about LSTM AND NN.

The input will have always the same structure as the document that will be provided. As an output I need to have a 90 days ahead forecast.

Let me know if you are interested as I need to start working on that ASAP.

Evner: Machine Learning (ML), Python

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Om arbejdsgiveren:
( 0 bedømmelser ) Seattle, United States

Projekt ID: #23360470

11 freelancere byder i gennemsnit $74 på dette job

suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Flere

$300 USD in 7 dage
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5.6
anchalsingh0005

Hello, ‌Hope you doing well.I have checked all your requirements and we able to do this and deliver in time.I have 5 years of experience in these types of work. So, I believe we can do that work with your support. ‌Reg Flere

$70 USD in 3 dage
(6 bedømmelser)
3.7
alexander198603

Hello. I am an expert in machine learning. I have many experiences in ANN/SVM/CNN/RNN/... I am sure I can do it with Python/Matlab/C/C++/Java/... We can discuss the details via chat. I wait for you now. Thanks.

$100 USD in 7 dage
(3 bedømmelser)
3.2
Sam0072

hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object Flere

$61 USD in 5 dage
(9 bedømmelser)
3.2
freeproject800

Hello sir We are a group of expert each one has a master degree in statistical analysis Machine Learning and math.. We have more than 9 years of professional experience in: Python , R_programming language, SPSS .. we c Flere

$40 USD på 1 dag
(4 bedømmelser)
2.4
sunset524

I have experince in Python, building Machine Learning models, Deep learning for computer vision and Natural language processing are some of my strong suites with a PhD in AI/ML. Image processing, Object detection and l Flere

$40 USD in 7 dage
(2 bedømmelser)
1.6
bhargavreddytech

Hello. I have worked in many similar projects and have built Time series models in various projects with python. I can provide you the results with all the models you have mentioned with all the metrics that are requir Flere

$55 USD in 3 dage
(1 bedømmelse)
0.0
buimaihien

Hello, I am very happy to put my bid on your project. I have read your proposal and check the attached files and I am very interested in your project. I have good experience in Machine Learning and Python, C# for sever Flere

$40 USD in 3 dage
(0 bedømmelser)
0.0
ParitoshCoder21

I have done time series analysis of many datas like pollution predictions and I have done various projects and an internship in data analytics. I have read your project and I think I can do it.

$17 USD in 3 dage
(0 bedømmelser)
0.0
ripulagrawal98

Hey, I have been working in machine learning for the last 1.5 years with Python, apart from this I have also worked in NLP, Image Processing with Deep Learning. I have worked on sentiment analysis using NLP, informati Flere

$45 USD in 4 dage
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1.0
palatideepthika4

Hello i do have scripts as my earlier projects and. An provide you accordingly

$45 USD in 2 dage
(0 bedømmelser)
0.0