Machine learning project to predict inflation

- Please use Google Colab notebook environment and Python codes to predict inflation rate using econometrics and machine learning models.

- You will be provided with a time series dataset as CSV file.

- The CSV file include inflation rate and macroeconomics indices that may have correlation with the inflation.

- your task is :

First, to use econometric models ( Like ARIMA, Random walk and Autoregression) to predict the inflation rate.

Second, to use Machine learning models ( Like Linear regression models, Decision trees, Artificial Neural Networks (ANN) and Recurrent Neural Networks (RNN) ) to predict the inflation rate.

Third: to test which factors are affecting the inflation rate ?

- You are requested to write comment for each line of code to easily explain the codes and you will need to explain to me the codes if it's not clear.

- Please use the notebook file which has the first lines of codes

Good luck.

Compétences : Machine Learning (ML), Python, Econometrics, Deep Learning, Architecture Logicielle

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Concernant l'employeur :
( 2 commentaires ) Kuwait, Kuwait

Nº du projet : #28366280

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19 freelances font une offre moyenne de 147 $ pour ce travail

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