Large Language Models Specialization

Master Advanced LLM Techniques With H2O.ai Tools. Learn to develop, fine-tune, and optimize large language models using H2O.ai's comprehensive GenAI ecosystem while mastering essential NLP techniques.

Instructor: Andreea Turcu

What you'll learn

  •   Foundations and evolution of large language models, including transformer architecture and pre-training.
  •   Data preparation and fine-tuning techniques using LLM DataStudio.
  •   Advanced NLP workflows, including model evaluation and customization with H2O.ai tools like h2oGPT.
  • Skills you'll gain

  •   Business Logic
  •   Verification And Validation
  •   Machine Learning Methods
  •   Training Programs
  •   AI Personalization
  •   Program Evaluation
  •   Prompt Engineering
  •   Applied Machine Learning
  •   Collaborative Software
  •   Generative AI
  •   Large Language Modeling
  •   Data Transformation
  • Specialization - 3 course series

    Throughout this specialization, you will work on practical projects involving custom GPT model creation, dataset preparation, and model evaluation using H2O.ai tools (such as LLM DataStudio and h2oGPT) , culminating in the development of production-ready LLM applications.

    H2O ai Large Language Models (LLMs) - Level 2

    H2O ai Large Language Models (LLMs) - Level 3

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