AI-Based Early Prediction and Intervention for Student Academic Performance in Higher Education Full Text Maram Khamis Al-Muharrami, Fatema Said Al-Sharqi, Al-Zahraa Khalid Al-Rumhi and Shamsa Said Al-Mamari and Ijaz Khan, Buraimi University College, Oman