H2O GPTe : Foundational to Advanced Techniques

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H2O.ai University,Dinul Senanayake

1:17:40

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1. Introduction and Overview of H2O GPTe

1. Introduction to Enterprise h2oGPTe.mp4

52:52

2. Intro to Enterprise h2oGPTe - Quiz.html

2. An in-depth exploration of H2O GPTe

1. Introduction to Enterprise GPTe and Pipelines.mp4

00:51

2. Understanding End-to-End Pipelines in Enterprise GPTe.mp4

00:56

3. Core Functionalities of H2O GPTe

1. Exploring H2O GPTe Features and Capabilities.mp4

00:48

2. H2O GPTe Chat Navigating Chats, Collections, and Documents.mp4

02:05

3. H2O GPTe RAG Collections and Document Querying.mp4

03:02

4. H2O GPTe RAG Improving Information Retrieval with References.mp4

01:50

4. Practical Applications and Analysis

1. Real-World Survey Data Analysis with H2O GPTe RAG.mp4

03:56

2. Exploring Freemium Features of Enterprise H2O GPTe.mp4

01:39

5. Advanced Implementation and Development

1. Automating Workflows with H2O GPTe Python API.mp4

04:39

2. Building Dynamic Web Applications with H2O Wave.mp4

05:02

6. Course Completion Quiz

1. An in-depth Exploration of H2O GPTe - Quiz.html

Description

Excel with Enterprise h2o GPTe with AI-Powered Search, Advanced RAG Techniques, Python API, and Web App Development.

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.

Who is this 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.

What You Need to Know?

Basic understanding of Python programming is recommended.

Familiarity with AI and machine learning concepts is helpful but not mandatory.

More details

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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Artificial Intelligence

H2O.ai University

Instructor's Courses

At H2O ai University, our mission is to deliver exceptional courses on state-of-the-art AI tools. These courses aim to support the H2O ai community in effectively using our tools and achieving certification success. We are committed to fostering a deep understanding and proficiency in AI, empowering our users to excel in their endeavors.

Dinul Senanayake

Instructor's Courses

I specialize in crafting compelling narratives and pioneering marketing strategies that ignite growth and engagement for companies.At H2O ai, I am passionate about empowering others to harness the power of H2O for predictive analytics and machine learning. In our courses at H2O University, we translate complex concepts into clear, actionable steps, helping you understand and harness the potential of H2O tools for real-world applications.

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