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LSTM based Model for Time Series Data in R

I need a trained, validated and tested model with LSTM to predit the output.

One year long data with 4 input parameters and 1 output ..data is with 15 minutes frequency. The model is intended to be used for development o MPC.

Some important information>

1- Pre-preocessing of data to check null values, correlation and seasonal variations in the input/output

2- Training with 80% data, Validation with 15% data and testing with 5% data (with 15 minutes data)

3- Model performnace evalustion indeicators like MAPE, MAD, MSE

4- If Normalised, data should be converted to orignal format for plotting the results of precite v/s actual...

Навыки: Язык программирования R, Статистика, Статистический анализ, Deep Learning, Machine Learning (ML)

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О работодателе:
( 0 отзыв(-а, -ов) ) Toulouse, France

ID проекта: #30644547

17 фрилансеров(-а) готовы выполнить эту работу в среднем за $164

(123 отзывов(-а))
7.5
WycOj

EXPERT IN STATISTICS Hello there, I am best in statistics, R programming analysis of data, SPSS, Statistical/Data Analysis, Multivariate Statistical Analysis, Regression Analysis, STATA, MINITAB, R language, Factor Ana Больше

$140 USD за 7 дней(-я)
(64 отзывов(-а))
6.0
citijayamala

1. I am an expert in R programming, R markdown, Python as well. I have done many projects n Data mining and Machine learning projects. I read your project description and sure I can handle your project. 2. I have hand Больше

$150 USD за 3 дней(-я)
(18 отзывов(-а))
5.7
(11 отзывов(-а))
5.6
viktorbelman01

Dear Sir. As an experienced ML/DNN expert, it is interesting to me. I have been working on various ML/DNN projects with various dnn frameworks such as tensorflow, pytorch, caffe, yolo etc... for over 7+ years. Of cours Больше

$200 USD за 7 дней(-я)
(18 отзывов(-а))
5.6
Annmarie1995

Hi I am a professional statistician with 5 years of experience. I have read the job description. I will help you complete the project. i have skills in Statistics, Deep Learning, Machine Learning (ML), R Programming Больше

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(37 отзывов(-а))
5.2
ScienceInTheWay

Hi, hope you’re doing well. I am a Python Developer and have rich experience in Deep Learning and specially in LSTM models, you can check my reviews. I always deliver high quality of work within accepted time limit an Больше

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(42 отзывов(-а))
4.7
Tonyspychenko

Hi, As an machine learning developer, I am very interesting in your project. Your job description is really clear and helpful to implement the model using LSTM. In general, we should implement the data cleaning and dat Больше

$300 USD за 3 дней(-я)
(3 отзывов(-а))
4.2
msunij93

Hi, Your project description neatly provides the requirement. I can help you with developing a times series prediction model using LSTM. Please share your interest in the chat and we can get started right away.

$200 USD за 3 дней(-я)
(15 отзывов(-а))
4.3
hillaryjustin73

Hello, I am a Data Scientist with 2+ years of experience in training and tuning statistical models using structured and unstructured data to derive predictive insight. Past projects includes: regression, NLP classifica Больше

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4.5
Gkiprop

Dear employer, I hold master's in statistics and continuing with Ph.D. in applied statistics making me suitable for this job. Am an experienced statistic writer for three years. Besides I am a skilled; R programmers sp Больше

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3.9
gorbatenkoVyborG

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2.7
lechaantonov333

Hello! I'm wonderful for your project. I'm good in R/Python and have many experiences in Data Analysing projects. I will do my best. Lets discuss more detail in chat.

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2.0
emadyagh

I have worked on many prediction models..... contact me soon if interested .......... looking forward to work with you

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1.6
glanegonsalves

BE in EXTC with 5+ years in SAP and Data Science with R course completion certificate from Intellipaat. Have hands on experience on multiple projects. Feel free to get in touch

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1.3
Abdennour19

Hello, I am really interested in your project, I would like to inform you that I am an expert in deep learning, I will satisfy you with my work if you ask me. i have to work on several deep learning projects so i have Больше

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(2 отзывов(-а))
1.4
InstantCreate

As a web developer, my skill is perfect in your job LSTM based Model for Time Series Data in R I have Skills in PHP, WordPress(CMS), HTML5, CSS3, JavaScript, jQuery, Bootstrap, PSD to HTML, Website design HTML, Larave Больше

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0.0