Integrate Machine Learning into Django Quiz App
Budget: ₹2,500 – ₹4,000 INR
I have a web-based quiz application built with Django. I need an expert to integrate machine learning features into it. The tasks include implementing automated grading and feedback systems, as well as content summarization.
Key Requirements:
- Automated Grading and Feedback:
- Employ natural language processing (NLP) and text classification to automatically grade essays, assignments and other open-ended questions.
- Implement machine learning models to provide instantaneous feedback to students about the quality of their writing or solutions.
- Content Summarization:
- Use NLP-based summarization techniques to create concise reviews of lengthy lectures, articles or textbooks. This will help students to quickly understand key points and save time.
Ideal Skills and Experience:
- Proficiency in Django framework
- Strong understanding and experience in machine learning, particularly with NLP and text classification
- Previous experience with creating grading systems or educational software highly desirable
- Ability to create efficient content summarization tools.
Key Requirements:
- Automated Grading and Feedback:
- Employ natural language processing (NLP) and text classification to automatically grade essays, assignments and other open-ended questions.
- Implement machine learning models to provide instantaneous feedback to students about the quality of their writing or solutions.
- Content Summarization:
- Use NLP-based summarization techniques to create concise reviews of lengthy lectures, articles or textbooks. This will help students to quickly understand key points and save time.
Ideal Skills and Experience:
- Proficiency in Django framework
- Strong understanding and experience in machine learning, particularly with NLP and text classification
- Previous experience with creating grading systems or educational software highly desirable
- Ability to create efficient content summarization tools.