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Introduction to MLOps

  • Hien Luu,
  • Max Pumperla,
  • Zhe Zhang

摘要

Machine learning (ML) has proven to be a very powerful tool to learn and extract patterns from data. The ability to generate, store, and process a large amount of data, and easily access computing power in the last decade has contributed to many advancements in the ML field, such as image recognition, language translation, and large language models (LLMs), that is, BERT, DALLE, ChatGPT, and more.