H2O Gen AI Ecosystem Overview - Level 1

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H2O.ai University,Dinul Senanayake,Andreea Turcu

6:17:24

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1. Mastering LLM Data Preparation - A Step-by-Step Guide

1. LLM DataStudio - A Step-by-Step Guide.mp4

52:43

2. LLM DataStudio - Quiz.html

2. Understanding LLM Studio

1. A Journey through H2O.ais LLM Studio.mp4

37:42

2. LLM Studio - Quiz.html

3. Introduction to h2oGPT

1. Unleashing the Power of h2oGPT.mp4

32:36

2. h2oGPT - Quiz.html

4. Building Custom GPT Models

1. Make Your Own GPT With h2oGPT & H2O LLM Studio.mp4

01:03:21

2. Make Your Own GPT With h2oGPT & H2O LLM Studio - Quiz.html

5. Creating Web Apps with GenAI AppStudio

1. GenAI AppStudio sketch2app and prompt2app.mp4

24:51

2. Gen AI AppStudio sketch2app and prompt2app - Quiz.html

6. Exploring GenAI AppStore

1. Explore Generative AI with h2o.ais GenAI App Store.mp4

48:34

2. Exploring GenAI AppStore - Quiz.html

7. Evaluating LLM Models

1. Introducing H2O LLM EvalGPT.mp4

01:00:16

2. Introducing H2O LLM EvalGPT - Quiz.html

8. LLMs Data Prep, Fine-Tuning & Deployment with H2O Tools

1. LLMs from A to Z Data Prep, Fine-Tuning & Deployment with H2O Tools!.mp4

57:21

2. LLMs from A to Z - Quiz.html

9. Course Completion Quiz

1. GenAI Ecosystem Level 1 - Quiz.html

Description

GenAI Mastery: LLMs, h2oGPT, Evaluation, and Web App Creation

What You'll Learn?

Optimize Large Language Models using data preparation and fine-tuning techniques
Master information retrieval with h2oGPT for efficient data insights extraction
Evaluate and enhance AI models using H2O LLM EvalGPT
Create web applications integrated with LLMs using GenAI AppStudio

Who is this for?

AI enthusiasts looking to explore the latest in Generative AI

Data scientists wanting to expand their skillset with LLMs and AI applications

Software developers interested in integrating AI into web applications

Business professionals seeking to understand the potential of AI in their industry

What You Need to Know?

Basic understanding of machine learning concepts is helpful but not required

Familiarity with Python programming is beneficial but not mandatory

No prior experience with H2O ai tools is necessary - we'll cover everything you need

More details

Description
Immerse yourself in the H2O GenAI ecosystem with our Ecosystem Overview - Level 1 course. This fully packed course will introduce you to the powerful tools and techniques of the H2O GenAI ecosystem. Led by Andreea Turcu, Head of Global Training at H2O ai, and featuring guest lectures from expert H2O ai Makers, this course will guide you through the following key areas:
LLM Optimization:
Learn from Rob Mulla how to create your own GPT model using h2oGPT and H2O LLM Studio.
Get practical experience with LLM DataStudio and H2O ai's LLM Studio, preparing data and fine-tuning models for better performance.
Intelligent Information Retrieval:
Master h2oGPT with real-world data to extract meaningful insights.
Rigorous Model Evaluation:
Use H2O LLM EvalGPT to critically assess your models' performance, a crucial skill for real-world applications.
Rapid AI Application Development:
Shivam Bansal and Praveen Sivakumar will show you how to use GenAI AppStudio's sketch2app and prompt2app features to build and deploy AI-powered web applications.
By the end of this course, you'll have built your own language model, created an AI-powered web application, and gained practical experience in AI development and deployment strategies. This course is designed for both AI novices and seasoned practitioners looking to expand their skill set.
Who this course is for:
AI enthusiasts looking to explore the latest in Generative AI
Data scientists wanting to expand their skillset with LLMs and AI applications
Software developers interested in integrating AI into web applications
Business professionals seeking to understand the potential of AI in their industry

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Artificial Intelligence

H2O.ai University

Instructor's Courses

At H2O ai University, our mission is to deliver exceptional courses on state-of-the-art AI tools. These courses aim to support the H2O ai community in effectively using our tools and achieving certification success. We are committed to fostering a deep understanding and proficiency in AI, empowering our users to excel in their endeavors.

Dinul Senanayake

Instructor's Courses

I specialize in crafting compelling narratives and pioneering marketing strategies that ignite growth and engagement for companies.At H2O ai, I am passionate about empowering others to harness the power of H2O for predictive analytics and machine learning. In our courses at H2O University, we translate complex concepts into clear, actionable steps, helping you understand and harness the potential of H2O tools for real-world applications.

Andreea Turcu

Instructor's Courses

Hello, I'm a Data Scientist specializing in AI platforms, focused on using data and AI to create competitive business advantages. With over 7 years of experience, I'm passionate about making AI and Data Science accessible, integrating machine learning into real-world applications, and developing engaging training programs. As I like to say, “AI is essentially Economics, turbocharged by data, with a sprinkle of innovation.”

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.