Graduate Certificate in Raspberry Pi for Artificial Intelligence
-- ViewingNowThe Graduate Certificate in Raspberry Pi for Artificial Intelligence is a cutting-edge course that provides learners with essential skills in AI and IoT. This program focuses on hands-on learning with Raspberry Pi, a popular and accessible hardware platform for developing AI-powered projects.
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⢠Raspberry Pi Setup and Programming: This unit will cover the basics of setting up and programming Raspberry Pi for AI applications. Topics include Raspberry Pi hardware, Raspbian OS, Python programming, and GPIO interface.
⢠Introduction to Artificial Intelligence: This unit will provide an overview of AI concepts and techniques, including problem-solving, logical reasoning, knowledge representation, machine learning, and natural language processing.
⢠Machine Learning with Raspberry Pi: This unit will cover the basics of machine learning algorithms, including supervised and unsupervised learning, regression, classification, clustering, and neural networks, and how to implement them on Raspberry Pi.
⢠Computer Vision and Image Processing: This unit will cover the basics of computer vision and image processing techniques, including image acquisition, filtering, transformations, feature extraction, object detection, and recognition, and how to implement them on Raspberry Pi.
⢠Natural Language Processing with Raspberry Pi: This unit will cover the basics of natural language processing techniques, including text preprocessing, tokenization, part-of-speech tagging, named entity recognition, sentiment analysis, and machine translation, and how to implement them on Raspberry Pi.
⢠Robotics and Control Systems: This unit will cover the basics of robotics and control systems, including sensors, motors, actuators, feedback control, and motion planning, and how to implement them on Raspberry Pi.
⢠Ethics and Societal Impact of AI: This unit will cover the ethical and societal implications of AI, including privacy, security, fairness, accountability, transparency, and explainability, and how to design and deploy responsible AI systems on Raspberry Pi.
⢠AI Projects and Applications: This unit will provide hands-on experience in designing and implementing AI projects and applications on Raspberry Pi, including computer vision, natural language processing, robotics, and IoT.
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