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Final project�

Group 11

Stock Prediction System

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Outline

  • Motivation
  • Data source
  • LSTM
  • Prophet
  • Difficulty & Conclusion

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Motivation

  • The importance for student to several ability
  • The trend to use machine learning
  • The way to minimize the property damage

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Schedule

  • 100% finished

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Data source

  • Yahoo Finance: 107~110

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LSTM Result

Blue: training data �Orange: actual value

Green: Predict value

Use .95 data to train the model, and use 90 days as a period to predict the last

With RMSE 1.57567… EPOCH:100

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Prophet result1:

Plotted by the original data

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Prophet result2:

Predict 10 days

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Prophet result3:

Bad model

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Prophet result4:

Adjust parameter and training data

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Prophet result5:

Take the proper value of the parameter

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Prophet result6:

Preict the next 100 days

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Difficulty & Conclusion�

  • The data collection
  • Prophet is much more powerful than LSTM
  • We can get more precise than LSTM
  • Use LSTM can further knowing how ML works

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                  • Thanks !!