👉 Shall engineering, often associated with the field of artificial intelligence and machine learning, refers to the application of computational techniques to simulate human cognitive processes, such as perception, reasoning, learning, and problem-solving. This engineering discipline involves designing and developing algorithms and models that can process vast amounts of data, learn from it, and make decisions or predictions with minimal human intervention. It encompasses areas like natural language processing, computer vision, robotics, and reinforcement learning, aiming to create intelligent systems that can perform tasks autonomously or assist humans in complex decision-making processes. Shall engineering bridges the gap between theoretical AI research and practical applications, focusing on creating robust, efficient, and scalable solutions that can adapt to real-world environments.