Advanced Certificate in Applied Artificial Intelligence (AI) Programming Module 11: Programming AI Agents
About This Course
Artificial Intelligence (AI) agents play a crucial role in enabling machines to perceive their environment and take actions to achieve specific goals. In this 2-day module, participants will delve into the principles, techniques, and methodologies behind programming AI agents, gaining hands-on experience in designing and implementing intelligent systems capable of decision-making and autonomous behavior. Whether you're a seasoned developer or a newcomer to AI, this module offers a valuable opportunity to master the art and science of programming AI agents and unlock the potential of intelligent systems.
What You'll Learn
• Understand the fundamental principles and architectures of Artificial Intelligence (AI) agents
• Design and implement AI agent architectures tailored to specific tasks and environments
• Develop basic AI agents through hands-on exercises, demonstrating understanding of core concepts
• Gain insight into multi-agent systems and mechanisms for coordination and collaboration among multiple agents
• Incorporate natural language processing capabilities into AI agents for interaction and communication with users
• Develop complex AI agents capable of autonomous decision-making and learning
Entry Requirements
• Basic programming experience using Python
• Knowledge of NumPy and Pandas (covered in Module 2)
• Recommended to have knowledge of Machine Learning (covered in Module 3)
• Recommended to have knowledge of Deep Learning (covered in Module 4)
• Recommended to have knowledge of AI applications development (covered in Module 5)