The proposed system uses Natural Language Processing, Machine Learning, and Text Summarization techniques to generate concise lecture notes from educational videos quickly and accurately. It automates transcript extraction, text preprocessing, keyword identification, and sentence ranking using TF-IDF and LexRank Algorithms.