The lecturer, Director of the Division of Scientific Affairs and Cultural Relations in the Department of Computer Science, Eng. Taiba Walaa El-Din Khairy Saeed, obtained A global certificate of participation and appreciation through its participation in the research entitled "Improving the problem of software MAX regression and font recognition." Handwritten using the Tensor Flow Library at a global conference in Australia sponsored by IEEE and in collaboration Global Scholarships with Academic Cherub Affiliated to Charles Sturt University (CSU) in Australia on a voluntary basis. The aim of this paper is to improve the classification accuracy of current handwritten number systems, and thus improve their efficiency. Consists The proposed system has a decision function enhanced by adding the "Likelihood Bias" function. The job adds negative weights to categories Outputs that have a high positive bias and add positive weight to classes of outputs that have a high negative bias for Neutralizes the effect of this high negative bias. Therefore, the Bayesian Classifier function has been improved and thus the classification accuracy is improved, thus It will further improve the performance of the multi-class likelihood classification. A 5.6% increase in the overall accuracy of number classification was observed Handwritten using the revised National Institute of Standards and Technology (MNIST) data set.

The Department of Computer Science at the University of Technology organized the direct supervision of the Head of the Computer Science Department, Prof. Dr. Alia Karim Abdul Hassan and Director of the Division of Scientific Relations and Cultural Affairs in the department Assistant Lecturer Taiba Walaa Al-Din Khairy scientific workshop entitled "Empowering generations in the field of technology" for researchers: Professor Ali Adel Ali Al-Zubaidi and Dr. Mustafa Khaled Mazal Al-Zubaidi in the laboratory Multimedia in the department building Sunday 12/27/2020 at ten in the morning, in the presence of the head of the computer science department, Prof. Alya Karim Abdel-Hassan, the administrative assistant Dr. Bashar Saadoun, the scientific assistant Dr. Noha Jamil, and representatives of the Ministry of Youth The six sports have faith in the name of Muhammad and the six Aseel Faleh Hassoun, in the presence of the teachers and their children.
The workshop, which was held under the slogan "Empowering Generations in Technology," aims to employ programming to support development principles Sustainable environmental protection and with the distinguished participation of the Google Developers Club members, students of the Computer Science Department, and a group of teachers' children And the staff in the department, where children whose ages ranged from (8-15) years were trained under the supervision of the cultural committee staff in the science department The computer, where the children had the opportunity to learn about the programming of the robot and how it works. One of the results of the workshop was that the children made programs Simple that develops their talents and gives them the opportunity to see and benefit from programs in the field of sustainable development to preserve the environment In the end, the children were given participation certificates and memorial photos were taken with them.

The lecturer in the Department of Computer Science, the teacher, Dr. Suhair Muhammad Zaki, held a workshop titled “The Role of the Speech Center in Modifying Behavior A child with autism "in the Peace Hall in the Continuing Education Center at the University of Technology. The workshop included many axes Including identifying the methods used to modify the behavior of the autistic child, and the lecture called for the use of modern methods of treatment and awareness In containing the child and educating parents and society. The workshop was attended by a large number of university professors and those interested.

The Head of the Computer Science Department, Prof. Dr. Alia Karim Abdel-Hassan, held a meeting with representatives of the stages of the morning and evening studies And in the presence of all department council members today, Saturday 5/12/2020 at seven in the evening, for a period of two hours. At first, students were welcomed And talking about the new academic year and the e-learning formula. As well as stressing the importance of cooperation and solidarity between students and the department's management to go ahead with the new academic year 2020-2021, which will start on Under the same circumstances that we experienced in the last year, which is the conditions of the pandemic, in addition to other difficulties Where the reporter of the department, teacher Yasser Munther, explained the mechanism of blended learning that was implemented through the schedule of lessons, which included lectures Electronically via Google Class and attendance lectures on the department's laboratories at the university for practical lessons and during the meeting Administrative Assistant Dr. Bashar Saadoun Mahdi emphasized the importance of adhering to safety measures during the lectures in addition to Other organizational points of interest to students were confirmed by the ladies and gentlemen of the department council members and then Students ’observations were listened to and the possibility of looking into them and answering other inquiries of students about the schedule and attendance hours In conclusion, the head of the department stressed the importance of students' academic ethics in dealing that is appropriate for the university student, as well as the role of Students starting and moving forward in the new academic year and succeeding in completing it to achieve success for all students We wish all students success, health and safety.

Students of the Computer Science Department started their new academic year 2020-2021 and were received by the head of the department, Prof. Dr. Alia Karim Abdel-Hassan and the scientific assistant Dr. Noha Jamil and the administrative assistant Dr. Bashar Saadoun and the heads of the branches and the reporter of the department, the teacher Yasser Warning The head of the department visited the classrooms and scientific laboratories and welcomed the students, wishing them a successful academic year With success, and stressed the need for students to adhere to wearing masks, continuous sterilization, and to ensure social distancing when entering Scientific laboratories to maintain the safety of students.