Crypto price prediction - time series and machine learning
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Post a project like this982
£600(approx. $752)
- Posted:
- Proposals: 15
- Remote
- #3346897
- OPPORTUNITY
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1300971352228967889100775612888113181747371088651681115270488551457256185535729414
Description
Experience Level: Expert
Hi,
I would like a programme built to forecast crypto currency prices using time series forecasting and machine learning.
The programme will involve:
1) importing cryptocurrency data (5000-11000 types)
2) capability to import other time series data like volume traded on a specific day to train models with
3) training data set, and predicting using test data
4) tuning model algorithms
5) implementation using multiple different machine learning methods:
TBATS, LSTM, CNN, XGBoost, MLP, RBF, KNN, CART, GP, RNN, FFNN, ranger, ARIMA, SARIMA, VAR, HWES, seasonal decomposition
6) predict crypto currency price for next few time steps
7) repeat step 3-6 for multiple crypto currency assets, and rank assets according to highest accuracy of prediction
A detailed description of programme requirements will be sent after you accept the project.
Please answer the following questions to apply for the project:
1) Do you have the knowledge and capability to implement the programme using all the machine learning methods mentioned?
2) Can you demonstrate your knowledge or capability through a script or programme you have previously made?
3) How long will you require to complete the project?
I would like a programme built to forecast crypto currency prices using time series forecasting and machine learning.
The programme will involve:
1) importing cryptocurrency data (5000-11000 types)
2) capability to import other time series data like volume traded on a specific day to train models with
3) training data set, and predicting using test data
4) tuning model algorithms
5) implementation using multiple different machine learning methods:
TBATS, LSTM, CNN, XGBoost, MLP, RBF, KNN, CART, GP, RNN, FFNN, ranger, ARIMA, SARIMA, VAR, HWES, seasonal decomposition
6) predict crypto currency price for next few time steps
7) repeat step 3-6 for multiple crypto currency assets, and rank assets according to highest accuracy of prediction
A detailed description of programme requirements will be sent after you accept the project.
Please answer the following questions to apply for the project:
1) Do you have the knowledge and capability to implement the programme using all the machine learning methods mentioned?
2) Can you demonstrate your knowledge or capability through a script or programme you have previously made?
3) How long will you require to complete the project?
Albert S.
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Last project
30 Apr 2024
United Kingdom
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