LLMOps

Instructor: Erwin Huizenga

What you'll learn

  •   Adapt an open source pipeline that applies supervised fine-tuning on an LLM to better answer user questions.
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  •   Learn best practices, including versioning your data and your models, and pre-process large datasets inside a data warehouse.
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  •   Learn responsible AI by outputting safety scores on sub-categories of harmful content.
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  • Skills you'll practice

  •   Data Processing
  •   MLOps (Machine Learning Operations)
  •   Supervised Learning
  •   Large Language Modeling
  •   Application Deployment
  •   Data Transformation
  •   Generative AI
  •   Google Cloud Platform
  •   Data Ethics
  •   Data Pipelines
  •   Software Versioning
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