MCQ generator using NLP

Converting Audio, video, pdf files to MCQs

• Aim: Improve online education by enhancing video lectures.
• Purpose: Provide students with opportunities for active learning and assessment during the lecture.
• Approach: Develop a system to automatically generate Multiple-Choice Questions (MCQs).
• Tools: Utilize Pytube, Python, OpenAI's Whisper API, and Spacy for the task.
• NLP Techniques: Apply Natural Language Processing (NLP) and AI methods.
• Result: Generate high-quality MCQs complete with distractors for a comprehensive assessment.