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Large Language Models (LLMs) and text generation are at the heart of many cutting edge AI applications today. This technology is the most recent advancement in the field of Natural Language Processing (NLP), and the reason why chatbots have come such a long way. This course is a no-code introduction to LLMs, covering their history up to ChatGPT, how they generate text with neural networks, and how they can be adjusted via parameters like temperature. It is a great starting point for learning about LLMs and generative AI more broadly.