Large Language Models Professional Certificate

What you will learn:

  • How to apply LLMs to real-world problems in natural language processing using popular libraries, such as Hugging Face and LangChain.
  • How to build a custom chat model leveraging open-source LLMs.
  • Understand the theory behind foundation models, how to fine-tune foundation models on custom datasets, and the innovations that led to GPT-4 and ChatGPT.
  • How to implement LLMOps and multi-step reasoning best practices.
  • How to evaluate the efficacy and bias of LLMs using different methods.
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