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H2O ai Large Language Models (LLMs) - Level 3
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H2O ai Large Language Models (LLMs) - Level 3

This course is part of Large Language Models.

Course Cost

Free course

Advanced

Skill Level

2 Hours

Self-paced lessons

Building on the foundational knowledge from LLM Level 2, this advanced course deepens 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 explores the H2O ai Generative AI ecosystem, highlighting essential tools like h2oGPT, H2O LLM EvalGPT, and key GenAI components. You will learn how to create custom h2oGPT models, effectively use various evaluation techniques to assess model performance, and understand the functionalities of LLM EvalGPT. By analyzing the elements of the H2O ai GenAI Ecosystem, you'll 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.

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What you'll learn

  • Build custom h2oGPT models using H2O ai's specialized tools

  • Employ various evaluation methods to assess model performance

  • Understand and utilize the functionalities of LLM EvalGPT

  • Navigate the components of the H2O ai Generative AI Ecosystem

  • Apply advanced generative AI techniques to business scenarios

  • Fine-tune models using H2O LLM Studio

  • Integrate offline ChatGPT alternatives into your workflow

Skills you'll gain

Generative AI
Large Language Models
H2O ai
Model Evaluation
Custom h2oGPT
AI Workflows
Machine Learning
Data Science
AI Ecosystems
Model Fine-tuning

This course includes:

1.7 Hours PreRecorded video

1 assignment

Access on Mobile, Tablet, Desktop

FullTime access

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Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 7 modules in this course

This advanced course builds upon LLM Level 2 to provide deep expertise in H2O ai's Generative AI ecosystem. Students learn to create custom h2oGPT models using specialized tools and techniques designed for professional AI applications. The curriculum covers model building, evaluation methods, and practical implementation strategies. Through hands-on workshops and guided instruction, participants gain proficiency in fine-tuning models with H2O LLM Studio, utilizing LLM EvalGPT for performance assessment, and navigating the comprehensive H2O Generative AI Ecosystem. The course emphasizes practical applications that can be immediately implemented in business and research environments.

Introduction to Making Your Own GPT

Module 1 · 14 Minutes to complete

Exploring h2oGPT Capabilities

Module 2 · 48 Minutes to complete

Practical Application and Hands-On Workshop

Module 3 · 9 Minutes to complete

Assignments and Solutions

Module 4 · 3 Minutes to complete

Evaluating GPTs and Metrics

Module 5 · 11 Minutes to complete

Overview of H2O Generative AI Ecosystem

Module 6 · 17 Minutes to complete

Course Completion Quiz

Module 7 · 15 Minutes to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Large Language Models

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

H2O ai Large Language Models (LLMs) - Level 3

Advanced

Skill Level

2 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.