H2O ai Large Language Models (LLMs) - Level 3

This course is part of Large Language Models Specialization

Instructor: Andreea Turcu

What you'll learn

  •   Build custom h2oGPT models using H2O ai tools and techniques.
  •   Employ various evaluation methods to effectively assess model performance.
  •   Understand and utilize the functionalities of LLM EvalGPT.
  •   Analyze and navigate the components of the H2O ai Generative AI Ecosystem.
  • Skills you'll gain

  •   Natural Language Processing
  •   Program Evaluation
  •   Applied Machine Learning
  •   Prompt Engineering
  •   Generative AI
  •   Data Processing
  •   Large Language Modeling
  •   AI Personalization
  •   Open Source Technology
  •   Training Programs
  •   Human Machine Interfaces
  •   Benchmarking
  •   Business Logic
  •   Content Performance Analysis
  • There are 7 modules in this course

    Guided by a team of AI experts including Sanyam Bhutani, Rob Mulla, and Andreea Turcu, the course begins with an in-depth exploration of the H2O ai Generative AI ecosystem, highlighting essential tools like h2oGPT, H2O LLM EvalGPT, and key GenAI components. You will learn how to create your custom h2oGPT models, effectively use various evaluation techniques to assess model performance, and understand the functionalities of LLM EvalGPT. Additionally, you will analyze the elements of the H2O ai GenAI Ecosystem to streamline and enhance your AI workflows. By the end of this course, you will have the knowledge and confidence to apply these advanced tools and techniques to your business scenarios, making your AI projects more efficient and impactful. This course is ideal for AI and data science professionals, machine learning engineers, researchers, and business professionals looking to advance their skills in generative AI. Upon successful completion, you will earn the LLM Level 3 Certification, demonstrating your proficiency in using H2O ai tools for the above mentioned variety of generative AI tasks. This certification is a valuable asset for your career in AI and data science.

    Exploring h2oGPT Capabilities

    Practical Application and Hands-On Workshop

    Assignments and Solutions

    Evaluating GPTs and Metrics

    Overview of H2O Generative AI Ecosystem

    Course Completion Quiz

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