Forex Trading: EUR/USD Rate Forecasting

Forex Trading

Automated Predictive Reporting, made possible with TIM

Forex Trading

Automated Predictive Reporting, made possible with TIM

This dashboard helps you to decide what to do with your money, based on the forecast of the EUR-USD rate.

 


 

Use Case Objective

By accurately forecasting the currency prices between the Euro and US Dollar, we can arbitrate and buy long or sell short at the right time.

An appropriate trading strategy is necessary to use the predictions generated by TIM most effectively in different situations. In this example we classify price fluctuations as up or down and then take action accordingly:

  • Buy: when you are currently holding euros and the dollar price is predicted to go up

  • Sell: when you are currently holding dollars and the dollar price is predicted to go down

  • Hold: when you are currently holding dollars and the dollar price is predicted to go up

  • Wait: when you are currently holding euros and the dollar price is predicted to go down

How TIM makes this easy

TIM makes hundreds of unique, high-quality and insightful models fully automatically and very quickly.

  • TIM manages and maintains these models automatically and dynamically.
  • Data science complexity is removed.
  • You have a fully automatic and reliable AI/ML solution to improve your daily decisions and planning.

Explore this dashboard now

Experience the power of InstantML for time series forecasting yourself.

Business Value

This information can be used either for day-trading, or in hedging exercises made by large companies that operate in different countries and therefore need to reduce currency risks.

Input Data

Target: EUR/USD Close Price
Predictor candidates:
  • Currency Data
  • Economy Performance
  • Interest Rates
  • Public Debt

Output

  • Predictions & Accuracy validation
  • Insights (Predictor & Feature Importance)
  • Return On Investment

TIM Configuration Settings


Sampling rate: weekly.
Moment of forecasting: once every day at 11:00 PM CET.
Forecasting horizon: 7 days ahead.
TIM Engine settings: max complexity.

Explore this dashboard now

Experience the power of InstantML for time series forecasting yourself.

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