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L11.3 Coding, AI and Robotics
DF00121
This curriculum focuses on Artificial Intelligence (AI), Data Science, and Robotics, integrating advanced concepts and hands-on projects. Students gain foundational skills in data analysis, learning to visualize data using libraries like Matplotlib and Pandas, progressing to more complex topics such as regression, classification, and clustering algorithms.
Real-world applications are emphasized through projects like building a robot pet using Quarky, integrating IR sensors for detection and interaction. The program also explores AI ethics, with sessions on bias awareness, including training and testing classifiers to highlight the significance of fair AI systems.
The curriculum’s progression from fundamental data science to advanced machine learning concepts equips students with essential tools for AI-driven innovation, fostering technical proficiency and ethical awareness in technology design.