CyberSecurity

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Ce cours est relatif Aux étudiants 1ère année master cyber sécurité et comprend les activités suivantes :

• Initiation aux Bases de Données
• Conception d'un Base de données (MCD)
• Passage du MCD au MLD
• Introduction à SQL 
• Introduction au PL/SQL

This module introduces students to Python programming and its core applications in Artificial Intelligence and Machine Learning. Through an integrated blend of lectures, hands-on labs, and project-based learning, students progressively develop skills in Python syntax, data manipulation, visualization, and model implementation using key libraries such as NumPy, pandas, scikit-learn, and TensorFlow. The course emphasizes practical understanding over theory, guiding students from basic programming concepts to the creation of full AI workflows involving data preprocessing, model training, evaluation, and deployment. By the end of the module, students are equipped to design and implement efficient, ethical, and reproducible AI solutions in Python, forming a strong foundation for advanced studies and professional practice in data-driven fields.