Skip to content

Analyzing the data of the past 11 years and predicting the change in the foreign exchange rate.

Notifications You must be signed in to change notification settings

prateekagr21/Foreign-Exchange-rate-Prediction

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits
 
 
 
 

Repository files navigation

Foreign Exchange Rate Prediction

Deep Learning approach for a Time Series Analysis Problem.


Here, we are analyzing the exchange rate data of over 11 years of US Dollar in Indian Rupees.

After the Pre-processing of data,
I predicted the outcome using two Deep Learning algorithms:
Building the Artificial Neural Network (ANN) Model and Long Short-Term Memory (LSTM) model,
and then I compared between these two models that which one outperformed
by plotting the prediction graphs of the test data.
so that the model which performed more efficiently can be chosen for future predictions.

About

Analyzing the data of the past 11 years and predicting the change in the foreign exchange rate.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published