AI/ML Price Prediction Algorithm
Budget: $250 – $750 USD
I'd like to create an algorithm to predict price movements for an asset on a stock market.
I have a huge amount of historical data for price movements which might be suitable for analysis and ML model creation.
I also have some algorithms from the internet (see attaches) which do just the thing I need, but there're some issues with these scripts, so they might or might not be suitable for the task. I'd like to discuss it with the candidate.
The resulting algorithm should:
- load historical data
- build a ML model on it
- test it on a small part of the dataset to make sure it predicts well enough
- generate prediction for a configurable number of time frames forward (from 1 to 10, basically)
- plot the results of the test and prediction on a chart
- save test and prediction results into a text file
If the resulting algorithm will perform well enough - I'll need it to be converted into web-based API for use in a trading algorithm and deployed to either Google Cloud or Amazon.
I have a huge amount of historical data for price movements which might be suitable for analysis and ML model creation.
I also have some algorithms from the internet (see attaches) which do just the thing I need, but there're some issues with these scripts, so they might or might not be suitable for the task. I'd like to discuss it with the candidate.
The resulting algorithm should:
- load historical data
- build a ML model on it
- test it on a small part of the dataset to make sure it predicts well enough
- generate prediction for a configurable number of time frames forward (from 1 to 10, basically)
- plot the results of the test and prediction on a chart
- save test and prediction results into a text file
If the resulting algorithm will perform well enough - I'll need it to be converted into web-based API for use in a trading algorithm and deployed to either Google Cloud or Amazon.