Large Language Models - Level 3

🚀 Advance Your AI Expertise: Build Custom LLMs, Master Evaluation with h2oGPT & GenAI 🧠

Welcome to the Large Language Models - Level 3 course at H2O.ai University! This isn't just another online course—it's your ticket to becoming a master in the world of Generative AI, specifically with H2O ai's state-of-the-art tools and techniques.

Course Overview:

🔍 Dive Deeper into Advanced AI Concepts Building upon the solid foundation from LLM Level 2, this course is tailored to elevate your AI expertise. Here, you'll navigate through complex concepts and hands-on activities designed to challenge and expand your understanding of large language models (LLMs).

🛠 Hands-On with H2O Generative AI Ecosystem

• h2oGPT: Craft your own custom models.
• H2O LLM EvalGPT: Learn the nuances of model evaluation.
• GenAI Components: Get a comprehensive understanding of the GenAI ecosystem and how it can revolutionize your AI workflows.

👩‍🏫 Guided by Industry Experts Learn from the best in the field with guidance from Sanyam Bhutani, Rob Mulla, and Andreea Turcu, who bring years of expertise to your learning journey.

What You'll Learn:

📚 In-Depth Training on H2O Generative AI Tools

• Develop custom h2oGPT models tailored to specific needs.
• Master the use of evaluation techniques to measure and enhance model performance.
• Gain insights into the functionalities of LLM EvalGPT for precise model assessment.

🔍 Exploring the H2O ai GenAI Ecosystem

• Analyze the components of the GenAI ecosystem.
• Streamline your AI workflows with advanced techniques and strategies.

⚙️ Real-World Applications & Business Scenarios

• Apply your knowledge to real business challenges.
• Make your AI projects more efficient, accurate, and impactful.

Why This Course?

🚀 Elevate Your Career in AI & Data Science This course is designed for:

• AI & data science professionals aiming to stay ahead of the curve.
• Machine learning engineers who want to refine their skills with advanced tools.
• Researchers looking to explore the potential of LLMs.
• Business professionals keen on integrating AI solutions into their operations.

🏆 Earn Your Certification Upon successfully completing this course, you will receive the LLM Level 3 Certification from H2O.ai University—a testament to your expertise with H2O ai's generative AI tools for a variety of tasks.

Course Outline:

1. Introduction to Advanced LLMs

   • Review of key concepts from LLM Level 2.
   • Understanding the architecture and capabilities of modern LLMs.

2. Custom h2oGPT Model Creation

   • Step-by-step guide to building custom models.
   • Fine-tuning for specific use cases.

3. Evaluation Techniques & LLM EvalGPT

   • Best practices for evaluating LLM performance.
   • In-depth exploration of LLM EvalGPT's features and capabilities.

4. The H2O ai GenAI Ecosystem

   • Comprehensive overview of the GenAI ecosystem.
   • Leveraging GenAI components to enhance AI workflows.

5. Real-World Applications & Case Studies

   • Integrating LLMs into business processes.
   • Analyzing and improving model performance with real data.

6. Capstone Project: Apply Your Skills

   • A hands-on project to consolidate your learning.
   • Showcase your abilities to create, evaluate, and apply generative AI models in a business context.

📅 Get Started Today! Enroll in this advanced course at H2O.ai University and take the next step in your journey towards mastering Large Language Models. Your future in AI innovation awaits! 🌟