Under the patronage of the President of the Future University, Prof. Dr. Hassan Shaker Magdy, Under the supervision of the Dean of the Faculty of Science, Assistant Professor Dr. Fat Hamza Al-Sultani, Under the supervision of the respected Head of the Department of Artificial Intelligence, Dr. Ahmed Adnan Al-Mahna, Assistant Teacher Ali Hussein Jaber gave a scientific lecture in Statistics and Probability for first-stage students in the Department of Artificial Intelligence - Faculty of Science - Future University. The lecture dealt with the basic concepts in statistics and probability, and their importance in data analysis and building smart models, while highlighting their pivotal role in the applications of artificial intelligence and machine learning, which contributes to enhancing scientific understanding among students and linking the theoretical aspect to practical application. This lecture is part of the continuous efforts of Future University to improve the scientific and academic level of its students, enhance the quality of education according to modern standards, and support the development of students' scientific and practical skills in accordance with the requirements of the labor market and the rapid developments in the field of artificial intelligence. Al-Mustaqbal University... The first on the Iraqi private universities