Project Title

Stock price forecasting of finance yahoo using statistical and machine learning models

Team member

Văn Đặng Nhật Hưng - 20521375
An Ngọc Vân Hà - 20521265
Hứa Long Hải - 20521277
Vân Thiên Thanh - 20521768
Nguyễn Thúy Hà - 20521270
Đào Huy Hoàng - 19521528
Đặng Văn Tình - 19521023

Target

Provides an overview of the price for ETH, BTC and helps readers better understand risks and opportunities to invest in this potential cryptocurrency field.

API Reference

Date:

1/11/2017 - 1/11/2023

Models

Linear regression
FCN
Arima
LSTM
Bayes
GRU

Steps to training model

Find papers that related to your model and answer why we choose this model.
Split data to 3 part: 7:1:2, 6:2:2
- Train
- Validate
- Test
Describe the overview of your model and the calculation method.
Customize parameters for optimal model.
Start training and predict to 20/2/2024, plot the result.
Measurement:
- Mean Absolute Error (MAE)
- Mean Absolute Percentage Error (MAPE)
- Root Mean Square Error (RMSE)