GenAI Mastery: LLMs, h2oGPT, Evaluation, and Web App Creation
Why take this course?
π H2O GenAI Ecosystem Overview – Level 1
π Course Headline: π GenAI Mastery: LLMs, h2oGPT, Evaluation, and Web App Creation
Dive into the transformative world of AI with our comprehensive online course from H2O.ai University. H2O GenAI Ecosystem Overview – Level 1 is meticulously crafted to empower you with the skills needed to navigate and leverage the robust suite of tools within the H2O GenAI ecosystem.
π§ Course Description:
Embark on a journey through the cutting-edge realm of General Artificial Intelligence (GenAI) with our expertly designed course. This is not just another tutorial; it’s a deep dive into the mechanics and applications of GenAI, particularly focusing on Large Language Models (LLMs), h2oGPT, and more.
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Course Highlights:
- LLM Optimization: π€
- Create Your Own GPT Model: Join Rob Mulla as he guides you through the process of building your own GPT model using h2oGPT and H2O LLM Studio.
- Practical Experience with LLM DataStudio & LLM Studio: Learn how to prepare data, fine-tune models, and enhance their performance for real-world scenarios.
- Intelligent Information Retrieval: π
- Master h2oGPT: Apply your knowledge in extracting meaningful insights from real-world datasets with h2oGPT.
- Rigorous Model Evaluation: π
- Model Performance Assessment with H2O LLM EvalGPT: Discover the importance of evaluating your models’ performance using H2O LLM EvalGPT, a vital step in ensuring your AI solutions meet industry standards.
- Rapid AI Application Development: π
- Build and Deploy AI-Powered Web Applications: Learn from the best, Shivam Bansal and Praveen Sivakumar, on how to use GenAI AppStudio’s sketch2app and prompt2app features to create functional web applications powered by GenAI.
What You Will Achieve:
By completing this course, you will have:
- β Built Your Own Language Model: Gain hands-on experience in creating and fine-tuning a language model tailored to your needs.
- π Created an AI-Powered Web Application: Apply your newfound skills to develop a web application that showcases the power of GenAI.
- π Expanded Your Skill Set: Whether you’re an AI novice or a seasoned practitioner, this course will take your AI development and deployment capabilities to the next level.
Who Should Take This Course?
This course is designed for:
- Data Scientists and Engineers
- Machine Learning Practitioners
- AI Enthusiasts
- Developers looking to integrate GenAI into their applications
- Entrepreneurs aiming to leverage AI in their business ventures
π Your Instructors:
- Andreea Turcu, Head of Global Training at H2O ai
- Rob Mulla, Expert in GPT model creation and H2O LLM Studio
- Shivam Bansal and Praveen Sivakumar, Specialists in GenAI AppStudio development
Enroll Today and Step into the Future of AI with Confidence! πβ¨
Join us at H2O.ai University and transform your career. Enroll now and become a master in the GenAI ecosystem with our Level 1 course, designed to provide you with a comprehensive understanding of LLMs, h2oGPT, model evaluation, and web app creation. Let’s innovate together!
Add-On Information:
- Explore the GenAI Landscape: Gain a foundational understanding of the rapidly evolving Generative AI domain, its core concepts, architectural paradigms, and the transformative impact of LLMs across industries.
- Understand LLM Mechanics: Demystify Large Language Models, exploring their core capabilities, strengths, and limitations to grasp their operational essence beyond surface-level interaction.
- Master the H2O.ai GenAI Ecosystem: Immerse yourself in H2O.ai’s specialized tools and frameworks for building, deploying, and managing Generative AI applications, appreciating their unique contributions.
- Leverage h2oGPT: Get hands-on with h2oGPT, understanding its distinct features and how to effectively fine-tune or adapt it for specific use cases, from chatbots to content generation.
- Implement GenAI Evaluation: Learn to critically assess performance, accuracy, and ethical implications of Generative AI models using quantitative and qualitative methodologies for reliable applications.
- Build GenAI Web Apps: Acquire skills to transform LLM outputs into user-friendly, functional web interfaces. Integrate GenAI capabilities into practical, deployable applications for broader accessibility.
- Master Prompt Engineering: Delve into the art and science of constructing precise prompts that elicit optimal responses from LLMs, understanding techniques to guide model behavior and enhance output.
- Practice Responsible AI: Understand ethical considerations, potential risks, and best practices for developing and deploying Generative AI responsibly, covering data privacy, bias mitigation, and accountability.
- Engage in Practical Learning: Solidify understanding through hands-on exercises and mini-projects simulating real-world GenAI development, applying concepts to build tangible application components.
- Future-Proof Your Skills: Build a strong foundational knowledge, preparing you for more complex Generative AI topics, specialized architectures, and advanced deployment strategies.
- PROS:
- Direct H2O.ai Ecosystem Expertise: Gain specialized knowledge and hands-on experience with H2O.ai’s cutting-edge Generative AI tools and frameworks, including h2oGPT.
- Practical Skill Development: Focus on actionable skills like prompt engineering, model evaluation, and web app creation, ensuring you can build and deploy real-world GenAI solutions.
- Foundational to Advanced: Provides a comprehensive Level 1 overview, establishing a robust base for understanding complex GenAI concepts and paving the way for further specialization.
- Industry-Relevant Competencies: Acquire highly sought-after skills in Generative AI, enabling you to contribute to a rapidly expanding field and adapt to future technological advancements.
- CONS:
- Specific Platform Focus: While offering deep insights into the H2O.ai ecosystem, the course’s strong emphasis on a particular vendor’s tools might offer less exposure to alternative GenAI platforms and frameworks.
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