This course introduces the core tools in the H2O.ai GenAI ecosystem. Learn how to build and fine-tune LLMs using h2oGPT and LLM Studio, evaluate models with EvalGPT, and create simple AI-powered apps using GenAI AppStudio's sketch2app and prompt2app.
Suitable for beginners and anyone interested in practical GenAI development.
What you'll learn
Build and Optimize Large Language Models Create and fine-tune your own GPT models using h2oGPT, LLM Studio, and LLM DataStudio.
Develop AI-Powered Web Applications Use GenAI AppStudio to build and deploy custom AI applications using sketch2app and prompt2app.
Retrieve Information Efficiently with Enterprise h2oGPTe
Learn to extract meaningful insights from real-world data using advanced information retrieval techniques.
Evaluate Model Performance
Assess and improve model accuracy with H2O LLM EvalGPT.
Course Playlist on YouTube
NEW to Generative AI? This beginner-friendly course is your launchpad!
➟ Explore H2O.ai's comprehensive Generative AI toolkit.
➟ Master the fundamentals and unlock the potential of these cutting-edge solutions.
➟ Discover real-world use cases across diverse industries.
➟. Gain practical skills through hands-on demonstrations.
No matter your background, this course equips you to leverage AI for real-world challenges positioning yourself for pivotal roles in an AI-driven world.
#naturallanguageprocessing #coding #aisolutions
Take a look at the latest updates in H2O.ai Aquarium, featuring a refreshed user interface and seamless integration with H2O.ai University.
These enhancements make it easier than ever to access hands-on labs and learning resources, all in one place.
▶ Start exploring Aquarium here: https://aquarium.h2o.ai/
▶ Learn more at H2O.ai University: https://h2o.ai/university/
In this recording, hosted by Andreea Turcu, Head of Global Training, we have delve into the critical role of data preparation in LLM fine-tuning.
During this presentation, we will be focusing on the following key areas:
- Data Quality Significance: Understand the paramount importance of enhancing your training data.
- Introduction to LLM DataStudio: Discover a user-friendly tool that streamlines data preparation with ease and efficiency. Learn about the LLM DataStudio interface, its application, and the diverse workflows it supports.
- Creating Tailored Datasets: Gain insights into the art of crafting datasets customised to meet your LLM requirements.
- Building Effective Workflows: Learn how to implement data preparation processes that align seamlessly with your unique project demands.
💡 Want to try H2O LLM DataStudio hands-on without setup?
⤷ Watch our Aquarium walkthrough here: https://youtu.be/FSBlJeSadgw
Explore the revolutionary H2O LLM Studio Suite, empowering no-code AI development for crafting intuitive and user-friendly solutions. Don't miss this webinar as an opportunity to unravel h2o.ai's pioneering advancements in Generative AI.
Discover more about the h2o.ai Enterprise GPTe platform here: https://h2o.ai/platform/enterprise-h2ogpte/
Take a look at our H2O LLM Studio GitHub Repository, which offers a framework and graphical user interface (GUI) for easily customizing LLMs: https://github.com/h2oai/h2o-llmstudio
In this exciting video, we dive into the world of language models and unleash their incredible power through our open-source H2O.ai's LLM Studio, with our instructor, Andreea Turcu.
Whether you're a data enthusiast, a developer, or simply curious about the future of AI, this is the perfect video for you. Don't miss out on this eye-opening journey as we unravel the potential of LLMs and showcase the revolutionary features of H2O.ai's LLM Studio.
💡 Want to try H2O LLM Studio hands-on without setup? Watch our Aquarium walkthrough here: https://youtu.be/FSBlJeSadgw
Subscribe now and hit the notification bell to stay tuned for more insightful content on our latest advancements in artificial intelligence!
PS: For any certification related inquiries, please send us an e-mail at the following address: certification@h2o.ai
PSS: This video is a part of a series published on our LLM Learning Path Playlist, that you can check out here: https://youtube.com/playlist?list=PLNtMya54qvOHQHDpUDtZytwEV2Miali9l&si=lIXmA0hqGZhftSZe
You can find our h2oGPT GitHub Repository here: https://github.com/h2oai/h2ogpt
Welcome to this exciting demo video created by Andreea Turcu, our customer data scientist and instructor, where we will delve into the world of h2oGPT and explore the future of open-source AI! In this video, we'll cover a range of fascinating topics that will expand your knowledge and unleash the power of h2oGPT.
First, we'll set the stage by providing a bit of context to help you understand the significance of h2oGPT in the AI landscape. Then, we'll dive into the concept of GPTs (Generative Pre-trained Transformers) and explain why it's crucial to familiarize yourself with Language Model Transformers (LLMs).
To truly appreciate the capabilities of h2oGPT, we'll explore its origins and highlight the unique features that set it apart from other models. You'll gain a deep understanding of what makes h2oGPT an exceptional tool for various applications.
One of the key aspects we'll discuss is how h2oGPT can significantly boost your productivity. You'll discover how this open-source AI model empowers you to accomplish complex tasks efficiently and effectively.
No model is perfect, and we'll address the limitations of existing models on the market. By understanding these limitations, you'll be better equipped to harness the strengths of h2oGPT while mitigating potential challenges.
The video will also highlight the numerous benefits of open-source models like h2oGPT. From flexibility and customization to collaborative development, open-source AI models offer a wealth of advantages that propel innovation in the field.
Finally, Andreea Turcu will provide an engaging demo of h2oGPT in action. You'll witness firsthand the incredible capabilities of this open-source AI model, leaving you inspired and eager to explore its potential.
Join us on this exhilarating journey as we unleash the power of h2oGPT and dive headfirst into the future of open-source AI. Don't miss out on this opportunity to expand your knowledge and discover the possibilities that h2oGPT holds. Hit the play button and let's get started!
PS: This video is a part of a series published on our LLM Learning Path Playlist, that you can check out here: https://youtube.com/playlist?list=PLNtMya54qvOHQHDpUDtZytwEV2Miali9l&si=lIXmA0hqGZhftSZe
Discover how organizations are harnessing the power of h2oGPT, an authentic open-source generative AI, to take control of expansive language models while safeguarding their data ownership. Additionally, we’ll explore H2O LLM Studio, an intuitive LLM fine-tuning framework developed by H2O's esteemed team of 30 global Kaggle Grandmasters. This cutting-edge tool offers invaluable best practices, streamlining the process of working with these models to make it effortlessly accessible for all, without the need for coding expertise.
Join Andreea Turcu, our Head of Global Training, in this course to delve into the increasing significance of Large Language Models (LLMs) and grasp the reasons behind their indispensability in today's landscape.
Thoroughly assessing these models is pivotal for achieving favorable outcomes across diverse scenarios.
During the course, you'll be introduced to H2O LLM EvalGPT, a tool crafted to streamline the evaluation process for organizations.
If you're keen on witnessing a live demonstration of H2O LLM EvalGPT and mastering its core functionalities, this course is tailored for you. Integration of this tool can elevate AI model performance, streamline development timelines, and empower more informed decision-making processes.
Get ready to enhance your understanding and skills – don't miss out!
This demo showcases the GenAI AppStudio, a powerful platform for rapidly creating and customizing web applications with integrated language models (LLMs) and advanced capabilities.
The presentation covers two main components: Sketch to App and Prompt to App.
Sketch to App involves using proprietary frameworks called "Sketch to App" and "Prompt to App" to convert user-provided sketches or layout prompts into fully functional web applications.
The generated apps feature integrated LLMs for tasks such as question answering and performing advanced capabilities like Rag. The demo also highlights content generation, theme customization, and the ability to download the full source code for further deployment.
GenAI AppStudio aims to simplify the app creation process, providing a versatile tool for individuals and organizations to quickly develop interactive and data-driven applications.
Watch this exclusive webinar led by Andreea Turcu, Head of Global Training here at H2O.ai, where we delve into the sophisticated realm of Generative AI with H2OGPT. Here's a preview of the insightful video:
• Get introduced to the H2O GenAI App Store
• Gain insights into over 10 Open-Source Generative AI Apps
Make sure you seize the chance and learn into h2o.ai’s groundbreaking strides in Generative AI! Are you ready to chart the future of AI?
In this video, you will learn why, when and how to fine tune your own LLM with H2O.ai : from data preparation, Fine-Tuning to Deployment.
Enterprise h2oGPTe: https://docs.h2o.ai/enterprise-h2ogpte/get-started/what-is-h2ogpte try it out now with: https://genai.h2o.ai/appstore
LLM Data Studio: https://docs.h2o.ai/h2o-llm-data-studio/get-started/what-is-h2o-llm-data-studio
OSS LLM Studio: https://docs.h2o.ai/h2o-llmstudio/get-started/what-is-h2o-llm-studio (github repository: https://github.com/h2oai/h2o-llmstudio)
1
1:37
H2O.ai's Generative AI Tools: Basics to Real-World Applications
2
1:00
Exploring H2O's Generative AI Ecosystem | Teaser
3
5:57
Using H2O.ai Aquarium Labs | Latest Update
4
52:44
Mastering LLM Data Preparation with LLM DataStudio: A Step-by-Step Guide
5
52:48
Entreprise GPTe Unleashed: Mastering the Art of Generative AI with h2o.ai
6
37:43
A Journey through H2O.ai's LLM Studio
7
32:37
Unleashing the Power of h2oGPT
8
1:03:22
Make Your Own GPT With h2oGPT & H2O LLM Studio
9
1:00:17
Introducing H2O LLM EvalGPT
10
24:53
GenAI AppStudio: sketch2app and prompt2app
11
48:35
Explore Generative AI with h2o.ai's GenAI App Store
12
57:22
LLMs from A to Z: Data Prep, Fine-Tuning & Deployment with H2O Tools!
Shivam is the 3x Kaggle Grandmaster, 5 times winner of Kaggle’s Analytics / Data Science for Good Competition, and the winner of several other offline and online competitions. He holds a master's degree from the National University of Singapore and was a Valedictorian. He has extensive cross-industry and hands-on experience in building data science products and applications. He brings a strong blend of technical and business skills with a practical and solution-driven approach. He supports various functions within the company which include - engineering, pre-sales, and customer success. His LinkedIn profile can be found here.
Piraveen Sivakumar, Machine Learning Engineer
Piraveen Sivakumar is a passionate machine learning engineer at H2O.ai, leveraging expertise in Computer Science and Engineering from the University of Moratuwa, Sri Lanka, to drive innovation in H2O.ai’s Driverless AI and data science products and applications.
Andreea Turcu, Head of Global Training
Andreea is a data scientist with over 7 years of experience in demystifying AI and Data Science concepts for anyone keen on working in this exciting field using cutting-edge technology. Having obtained a Master’s Degree in Quantitative Economics and Econometrics from Lumière Lyon 2 University, she enjoys integrating machine learning principles with real-world applications. Andreea’s passion lies in developing engaging training programs and ensuring an optimal customer education journey. As she frequently likes to remark, “AI is essentially Economics turbocharged by data, with a sprinkle of innovation.”