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Updated in [February 21st, 2023]

This Stanford Seminar introduces Almond, an open-source virtual assistant that is designed to protect user privacy and promote open competition. Almond is built with an end-to-end neural model that translates natural language to executable code, and is trained with data synthesized with the Genie data engineering tool. Almond is integrated into Home Assistant, an open-source local gateway that can connect to hundreds of different IoT devices.
Possible Development Paths: Learners of this course can develop their skills in natural language processing, neural networks, data engineering, and virtual assistant programming. They can also gain experience in developing open-source tools and technologies, as well as protecting user privacy.
Learning Suggestions: Learners of this course should consider taking courses in natural language processing, neural networks, data engineering, and virtual assistant programming. They should also look into open-source tools and technologies, as well as privacy protection. Additionally, they should research the Home Assistant platform and other related IoT devices.