Generative AI System Design Interview
Course description
This course is designed for machine learning engineers and data scientists preparing for system design interviews, with a focus on generative artificial intelligence (GenAI). It is a logical continuation of the course "ML System Design Interview," which covered classic yet fundamental topics such as search and recommendation systems. In contrast, this course focuses on GenAI applications and the unique challenges associated with designing such systems.
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The course will be useful not only for those preparing for interviews but also for those who want to gain a deeper understanding of how generative AI is applied in practice. In the first part, participants will become familiar with basic concepts and key use cases of GenAI. Next, a universal framework for designing ML systems will be presented, which can be applied both in interview preparation and in real projects. Based on this framework, specific cases of building popular systems using generative AI will be examined.
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