Machine Learning Specialist Needed
Budget: €30 – €250 EUR
We need to create a machine learning model inside Moodle LMS using the analytics models (https://docs.moodle.org/403/en/Using_analytics).
Moodle currently supports two predictions processors:
• PHP machine learning backend - implements logistic regression using php-ml (contributed by Moodle)
• Python machine learning backend - implements single hidden layer feed-forward neural network using TensorFlow.
The script for this model will be:
We have a profile field on a user (https://docs.moodle.org/403/en/User_profiles) and a profile field on a course (https://docs.moodle.org/403/en/Course_settings#Tags). Based on these two fields, we want the platform to suggest other courses to the user. We are looking for a recommendation mechanism for Moodle based on machine learning, matching user information and course information.
We need this recommendation mechanism not only do the matching-suggestion, but to work as AI tool and based on usage to create better and better results.
We already have tensorflow installed on a test server and we can also provide a test Moodle LMS to support the project, but you are free to create it anywhere and share it with us to upload it within a Moodle LMS from the Analytics page.
We need to create the model and make it work inside Moodle (be able to display the results into Moodle), and also write us a document explaining the model.
After the implementation, we need to explain us how will we be able to display the results within Moodle LMS.
We don't need a Moodle plugin development. Having the model ready, we can undertake that part. We need only the AI recommendation mechanism based on machine learning.
Moodle currently supports two predictions processors:
• PHP machine learning backend - implements logistic regression using php-ml (contributed by Moodle)
• Python machine learning backend - implements single hidden layer feed-forward neural network using TensorFlow.
The script for this model will be:
We have a profile field on a user (https://docs.moodle.org/403/en/User_profiles) and a profile field on a course (https://docs.moodle.org/403/en/Course_settings#Tags). Based on these two fields, we want the platform to suggest other courses to the user. We are looking for a recommendation mechanism for Moodle based on machine learning, matching user information and course information.
We need this recommendation mechanism not only do the matching-suggestion, but to work as AI tool and based on usage to create better and better results.
We already have tensorflow installed on a test server and we can also provide a test Moodle LMS to support the project, but you are free to create it anywhere and share it with us to upload it within a Moodle LMS from the Analytics page.
We need to create the model and make it work inside Moodle (be able to display the results into Moodle), and also write us a document explaining the model.
After the implementation, we need to explain us how will we be able to display the results within Moodle LMS.
We don't need a Moodle plugin development. Having the model ready, we can undertake that part. We need only the AI recommendation mechanism based on machine learning.