This course provides a comprehensive introduction to the fundamental concepts and practical applications of Artificial Intelligence (AI). Designed specifically for first-year Master's students, it bridges theoretical foundations with real-world engineering problem-solving. Students will explore core AI techniques, algorithms, and methodologies, learning how to effectively apply these modern tools to optimize processes, analyze data, and drive innovation in their specialized fields.