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H2O GPTe : Foundational to Advanced Techniques
Rating: 4.5 out of 5(17 ratings)
1,061 students

H2O GPTe : Foundational to Advanced Techniques

Excel with Enterprise h2o GPTe with AI-Powered Search, Advanced RAG Techniques, Python API, and Web App Development.
Created byH2O.ai University, Andreea Turcu
Last updated 5/2025
English
English

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.
  • Provide an understanding of LLM agents and H2O GPTe.

Course content

6 sections • 12 lectures • 1h 34m total length

  • Introduction to Enterprise h2oGPTe52:52

    Explore enterprise H2O GPT, a private, on-premise or cloud generative AI platform for internal documents, using retrieval augmented generation and vector databases to deliver context-aware, privacy-preserving answers.

  • Intro to Enterprise h2oGPTe - Quiz

Requirements

  • Basic understanding of Python programming is recommended.
  • Familiarity with AI and machine learning concepts is helpful but not mandatory.

Description

Dive into the cutting-edge world of Enterprise AI with our comprehensive "H2O GPTe: Foundational to Advanced Techniques" 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

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 H2O GPTe.

Who this course is for:

  • Data scientists and analysts looking to leverage advanced AI tools for enterprise-level projects.
  • Software developers interested in integrating AI capabilities into their applications.
  • AI enthusiasts eager to explore cutting-edge language models and retrieval-augmented generation techniques.

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