H2O GPTe Learning Path

H2O GPTe Learning Path

Instructor: Andreea Turcu

Access provided by Securities and Futures Commission

6 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

2 hours to complete

Flexible schedule

Learn at your own pace

6 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

2 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Learn and master H2O GPTe's core functionalities including LLMs, RAG, and advanced document querying techniques.
Develop end-to-end AI pipelines from data ingestion to insights generation using H2O GPTe's user interface and Python API.
Create dynamic web applications with H2O Wave to automate and publish H2O GPTe functionalities for business users.
Implement real-world data analysis solutions using H2O GPTe, including survey analysis and information retrieval.

Skills you'll gain

Details to know

Shareable certificate

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Assessments

3 assignments

Taught in English

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There are 6 modules in this course

Dive into the cutting-edge world of Enterprise AI with our comprehensive "h2oGPTe Learning Path" course. This in-depth program combines two essential courses from H2O ai University, providing you with a thorough understanding of H2O GPTe from basic concepts to advanced applications.

Led by industry experts Andreea Turcu, Greg Fousas, and Laurene De Peyrelongue, you will embark on a journey through AI-powered search, enterprise AI solutions, advanced Retrieval-Augmented Generation (RAG) techniques, and Python API integration. This course is designed to equip you with the skills needed to revolutionize your organization's data strategies and decision-making processes. Throughout the course, you'll gain hands-on experience in: ➯ Leveraging AI-powered search for efficient information retrieval ➯ Implementing enterprise AI solutions using commercial and open-source Large Language Models (LLMs) ➯ Extracting valuable insights from various data types using advanced RAG techniques ➯ Optimizing H2O GPTe's features within freemium constraints ➯ Developing automated workflows with the H2O GPTe Python API ➯ Creating dynamic, AI-driven web applications using H2O Wave ➯ LLM Agents, A step-by-step guide on LLM agents, from basics to practical applications. Whether you're a data scientist, AI enthusiast, or business professional looking to harness the power of AI in your organization, this course will provide you with the knowledge and practical skills to stay at the forefront of enterprise AI technology. By the end of this course, you'll be well-equipped to implement sophisticated AI solutions, transform your data analysis processes, and drive innovation within your organization using h2oGPTe.