- 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
19 freelancere byder i gennemsnit $147 timen for dette job
Hi, there. As a ML engineer, I am familiar with regressions, classification and clustering. Please share your dataset to more forward. I can achieve 3 tasks using google colab notebook. Thank you.
Hi, I have +5 experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day