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LSTM based Time-Series Prediction Model in R

$30-250 USD

Cerrado
Publicado hace más de 2 años

$30-250 USD

Pagado a la entrega
I need a trained, validated and tested model with LSTM to predit the output. One year long data with 4 to 5 (max) input parameters and 1 output ..data is with 15 minutes frequency. The model is intended to be used for development of preditice control. Please contact only, if you have advanced expertise in R.. 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 time step) 3- Model performnace evaluation indeicators like MAPE, MAD, MSE (evolution of perfromnace indicators with time) 4- If Normalised, data should be converted to orignal format for plotting the results of precite v/s actual and plotted against the date & time 5- Sensitivity Analysis of the Input factors using "NeuralSens" package of R and with dervative based method.. 6- Model Preditive Control (MPC) control algorithim.... 7- The structure of the LSTM woul be required alongwith a short descriptive report... You can contact for any
ID del proyecto: 30918024

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Activo hace 3 años

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21 freelancers están ofertando un promedio de $183 USD por este trabajo
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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 Analysis & Sensitivity Analysis, Bayesian Analysis, Monte Carlo Analysis, Experimental Designs, Time Series Analysis, Forecasting, Statistical Quality Control, Spatial Data Analysis, Structural Equation Modeling. And related fields, I can help you to handle this project professionally with quality results looking forward to work with you. Regards Wyclife
$140 USD en 7 días
4,9 (61 comentarios)
5,9
5,9
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I am currently working as a Postdoctoral fellow in University of Quebec in the area of resource allocation and cyber-security using reinforcement learning for IoT networks. I have an international conference and journal publications in high IF journals such as IEEE Transactions on Industrial Informatics having IF 9.2 and IEEE Transactions on Network Science and Engineering having an IF of 5.2 and recently published a paper in IEEE transactions on intelligent transportation systems having IF of 9.1. I can professionally complete your work by writing a professional manuscript that can be accepted in a good journal . I have also worked on similar tasks and got a 5 star feedback. You can review my expertise from my profile. I have expertise in overleaf and Latex. We can discuss more details on chat. I am a working as a reviewer too in IEEE journals so will provide a professional feedback and help professionally in this project
$140 USD en 7 días
5,0 (8 comentarios)
5,7
5,7
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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 engine, Image Captioning, Chatbots, Semantic Segmentation for self driving cars We have expertise in Python3, OCR, tensorflow, keras, NLP, Image and Video Processing, FLask, Docker , kubernetes & Streamlit. We assure you that the product will be delivered in time without any issues. Hope to hear from you soon. Thank you.
$80 USD en 7 días
5,0 (27 comentarios)
5,2
5,2
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Hello sir ; I have an engineer degree in Data science with more than 5years of professional experience in r programming language and python . I have a strong background in time series modelling and forecasting. I can start now Regards
$95 USD en 2 días
4,9 (25 comentarios)
4,9
4,9
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Hello, I've complete MS Software Engineering. I've 5-Year experience in Core Python development. My Core Skills are Machine Learning and AI - Deep Learning - Tensorflow - Pytorch - OpenCV - Deep Learning - Data Analysis K-mean - ID3 - Bayesian theorem - confusion matrix I'm excited with feeling that I would be able to satisfy your requirements Within Deadline. Please leave a message on my chat so we can discuss the project. Looking forward to your response, Best Regards: Aqeel Ahmed
$200 USD en 3 días
5,0 (8 comentarios)
4,5
4,5
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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 classification, and neural network models. Technology Stack: R ,python
$80 USD en 2 días
4,7 (12 comentarios)
4,3
4,3
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Hello, I am a PhD candidate in Electrical Engineering (control systems). I'm expert in MATLAB and python programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you. Please send me the details of your project. Thanks for attention
$250 USD en 6 días
5,0 (2 comentarios)
3,1
3,1
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Hello Sir, I am a software engineer and a professional content writer geared up with 8 years of experience under numerous niches. My writing umbrellas seo articles, blogs, academic writing, case studies and much more. Being an IT engineer I am aware of changing search engine algorithms. I have understood your project requirements and can deliver you the project within the adept time frame and budget. I love my job as a writer so I will always try to deliver 100% satisfaction to my clients. A big no to plagiarism as it not only ruins the content but also the trust of the clients. Thanks. Drop me a message to discuss further.
$140 USD en 7 días
4,4 (2 comentarios)
2,4
2,4
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Hello? I am a Data scientist with over 8 years experience in using R for web scrapping, data analysis, machine learning and deep learning problems and modeling. I am highly proficient in using R shiny, R markdown, R-studio and various powerful r packages. I can provide intuitive R code for LSTM model that has high prediction accuracy. I look forward to your response so we can chat further about my approach.
$115 USD en 7 días
3,3 (7 comentarios)
3,4
3,4
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Hi Kashif N. Hope you are going well! Thanks for sharing your project requirement with us. I would like to work with you on your project. I first promise to help you with sincere efforts and an honest heart. I have over 7 years of experience in Machine Learning and Artificial Intelligence by using java, python. I have implemented Machine learning and Artificial intelligence in Mobile app and Python. My main skill is: -C++, C#, C, Python/Django, Convolution Neural Network, RNN, Jupyter Notebook Integration, FireWorks, Google Colab, Spike NN, Facebook, etc. -OCR, Web, desktop automation, Image processing, Image recognition, Open CV, Invoice. My goal is a giving the satisfactory to every client. I will provide best communication and high-quality work. I would love to help you and be the person who adapts to what you need. kindly chat me up and give me a fair chance to deliver the best result to you! Best Regards.
$550 USD en 3 días
5,0 (2 comentarios)
1,5
1,5
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Hello, I am very familiarized with the requirements of your projects. And it can be done really fast. Let's connect over chat to discuss more on this. Thanks, Mila
$150 USD en 2 días
0,0 (0 comentarios)
0,0
0,0
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Hello there i have read your project on LSTM based Time-Series Prediction Model in R. Am an Expert in SPSS,SAS,Statistical expert ,regression analysis,Monte carlo Simulation ,factor analysis ,time series analysis,cluster analysis and sentimental analysis with outstanding graphical, pie charts and scatter diagrams for data representation using R languages. Kindly reach me out for immediate help.
$30 USD en 3 días
0,0 (0 comentarios)
0,0
0,0
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Hi! I am an experienced professional programmer with multiple successful completed LSTM projects in R and other programming languages like python & JavaScript. chat me up with some details about your project, hope to see you in the Chat.
$250 USD en 4 días
0,0 (0 comentarios)
0,0
0,0

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Bandera de FRANCE
Toulouse, France
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Miembro desde mar 15, 2021

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