Under the patronage of the respected President from University of Basrah, Dr. Saad Shaheen Hammadi, and the supervision of the Dean of the College of Computer Science and Information Technology, the respected Professor Dr. Imad Shaalan Al-Shawi, the graduate student delivered her master’s degree in the Department of Computer Science Mays Ali Ahmed today, Monday 10/9/2023, in the graduate studies hall at the college.  A scientific lecture entitled “Develop oil and gas production forecasting using deep learning and machine learning” under the supervision of Assistant Professor Dr. Zainab Najm Nimr and in the presence of a number of respected professors and students of the college. The aim of the research is to use machine learning.