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Coursera

H2O ai Large Language Models (LLMs) - Level 3

H2O.ai via Coursera

Overview

Building on the foundational knowledge from LLM Level 2, this advanced course, Large Language Models - Level 3 is designed to deepen your expertise in using H2O ai's cutting-edge Generative AI tools and techniques. 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.

Syllabus

  • Introduction to Making Your Own GPT
  • 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

Taught by

Andreea Turcu and H2O.ai University

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