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H2O GPTe Learning Path · LearnSpace
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H2O GPTe Learning Path

Курс от H2O.ai
Средний≈ 2.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Retrieval-Augmented GenerationLarge Language ModelingLLM ApplicationAgentic WorkflowsAgentic systemsWeb ApplicationsArtificial IntelligenceWorkflow ManagementDocument ManagementApplication Programming Interface (API)AI WorkflowsGenerative AIModel OptimizationGenerative AI Agents

Программа курса

6 модулей · 18 учебных материалов

01Introduction and Overview of H2O GPTe3 материалов
Overview of h2oGPTe Learning PathВидеоIntroduction to Enterprise h2oGPTeВидеоIntro to Enterprise h2oGPTe - QuizЗадание
02An in-depth exploration of H2O GPTe2 материалов
Introduction to Enterprise GPTe and Pipelines

Учитесь у экспертов

Andreea Turcu

Head of Global Training

H2O GPTe Learning Path
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 2.5 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Испанский, Японский, Венгерский

Часть программы вашего университета
Видео
Understanding End-to-End Pipelines in Enterprise GPTeВидео
03Core Functionalities of H2O GPTe6 материалов
Exploring H2O GPTe: Features and CapabilitiesВидеоH2O GPTe Chat: Navigating Chats, Collections, and DocumentsВидеоH2O GPTe RAG: Collections and Document QueryingВидеоH2O GPTe RAG: Improving Information Retrieval with ReferencesВидеоExtracting Structured Data from Documents with h2oGPTe ExtractorsВидеоBuilding and Running Reusable Extractors in h2oGPTeВидео
04Practical Applications and Analysis2 материалов
Real-World Survey Data Analysis with H2O GPTe RAGВидеоExploring Freemium Features of Enterprise H2O GPTeВидео
05Advanced Implementation and Development3 материалов
Automating Workflows with H2O GPTe Python APIВидеоBuilding Dynamic Web Applications with H2O WaveВидеоLLM Agents with h2oGPTe: Tools & Real-World IntegrationВидео
06Course Completion Quiz2 материалов
An in-depth Exploration of H2O GPTe - QuizЗаданиеLLM Agents with h2oGPTe: Tools & Real-World Integration - QuizЗадание