Learn more and enroll in the course: https://online.stanford.edu/courses/xfm110-technical-fundamentals-generative-ai
Generative AI has the potential to disrupt and revolutionize virtually every field, from manufacturing to entertainment to finance. To leverage this technology effectively and ethically, leaders need a solid grasp of its fundamentals and nuances. In this course you will gain the knowledge to navigate this rapidly evolving technological landscape.
Rather than have a single instructor discuss the topic, we invited some of the most distinguished experts in the field to create a conference-style learning experience focused on the intricacies and capabilities of generative AI. Developed in collaboration with the Stanford Institute for Human-Centered Artificial Intelligence (HAI), this course will equip you with a profound understanding of technical principles and ready to navigate the ever-evolving generative AI landscape, keeping the human aspect front and center.
Identify strategies for selecting, building, and training foundation models.
Maximize LLM performance while minimizing costs through benchmarking and performance optimization.
Refine prompt engineering using state-of-the-art tools, including instruction-following models, chain-of-thought reasoning, and logical frameworks.
Assess the broader implications of generative AI technologies on individuals, communities, and society.
Examine a wide range of generative AI use cases, including not just generating text, but also creating images and videos using multimodal systems.
Explore emerging trends and the future direction of generative AI.
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