Time series forecasting models with multiple exogenous variables

$10-30 USD

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The dataset has around 22 variables. Out of which there is a target variable 'Y' which is to be forecasted. The other 21 variables are exogenous variables which effect the target variable 'Y'. The data is in Quarterly format. Data range is from 2010 - 2017 The forecasted window is 5 year i.e 20 quarters. Requirements: - Univariate Forecasting: All traditional models considering 'Year' and target variable 'Y'. -Considering Exogenous variables ('A' to 'U') effect on target variable 'Y' build models like SARIMAX, fbprophet, XGBoost, LSTM - Error metrics (MSE, MAE, MAPE, RMSE) for all the models should be appended in a dataframe finally to compare with other models - Ensure comments are included in the code for better understanding.

Statistical Analysis

Python

Financial Forecasting

Machine Learning (ML)

ID do Projeto: 28450277

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Ativo há 3 anos

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@HamzaBashirr

I can help you in time series. I have 2 years experience in data science and machine learning Waiting for your good response

$45 USD em 4 dias

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@ThinKnewTech

Hi. I am a data scientist. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building Image Processing, Speech Recognition and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. I usual using many technique and library, frameworks such as tensorflow, tesseract, machine learning such as CNN, DNN, FCRN, SVN etc. and I am generally not attached to programming language in working.(r programming, pytorch ,opencv, nlp, computer vision,Linux, Python, , ....) Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. I understand the project requirement and will deliver the desired product within the time specified. I am an individual contractor, not an agency. I think i am aware of your project in detail. Thanks for your job posting.

$50 USD em 1 dia

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5 freelancers estão ofertando em média $54 USD for esse trabalho

@shish1992

Hi I'm professional in data science and I have sound knowledge about this subject.. W e can discuss the detail. Thanks

$20 USD em 7 dias

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(29 avaliações)

5,0

@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. ‌Regards

$80 USD em 7 dias

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(43 avaliações)

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@shamaila22

Hi there! I am much pleased to see the job posting and I sure that I can do this task very accurately as I have very strong command in Python Machine Learning (ML) Statistical Analysis Financial Forecasting I am sure that I will provide you top notch quality of my work within the quick frame of time. Feel free to contact with me. I can send you samples as well as some of my previous work. Chat for further details! Here is my portfolio link: https://www.freelancer.com/u/shamaila22?w=f&ngsw-bypass= Thank u!

$20 USD em 7 dias