H2O Label Genie Starter Course will show you how to save time and effort on data labeling using H2O Label Genie, an intelligent platform that makes labeling text, images, and audio faster, smarter, and more accurate.
Through hands‑on exercises and real‑world examples, you will learn to use its annotation tools, apply advanced techniques like zero‑shot labeling, dataset clustering, and LLM‑assisted text labeling, and connect your labeled data seamlessly with H2O.ai’s ML platforms.
By the end, you will have a good understanding and grounded confidence to streamline labeling and improve data quality with H2O Label Genie.
What you'll learn
- Introduction to Data Labeling
Learn the role and importance of data labeling in AI and machine learning.
- Environment Setup
Set up H2O Label Genie and connect to H2O.ai Aquarium for hands‑on practice.
- Advanced Labeling Strategies
Use multi‑class annotation, dataset exploration, and AI‑assisted tools like zero‑shot prediction and LLMs to speed up labeling.
- H2O Label Genie Basics
Get introduced to H2O Label Genie and learn its core concepts and features.
- Annotation Techniques
Learnig how to create, manage, and export text, image, and audio labels.
- Real‑World Application
Build hands‑on experience applying H2O Label Genie to labeling tasks and creating high‑quality datasets for machine learning projects.
Course Playlist on YouTube
Revolutionizing Data Annotation | H2O Label Genie Starter Track - Teaser
In this intro video, we’ll show you how to quickly categorize and summarize text using AI. Watch how Label Genie makes data labeling faster, smarte...
Introduction to Data Labeling | H2O Label Genie Starter Track - Part 1
Learn the fundamentals of data labeling and why it’s critical for building accurate, reliable machine learning models.
What is H2O Label Genie | H2O Label Genie Starter Track - Part 2
In this video, Andreea will walk you through text annotation, showing how AI-powered labeling can speed up workflows and enhance model performance....
Getting Started with H2O.ai Aquarium
This video will guide you through accessing and using Aquarium Labs, which offers a hands-on, practical learning experience by replicating H2O.ai’s...
Exploring the Homepage and Datasets Tabs | H2O Label Genie Starter Track - Part 3
In this video, we will explore the H2O Label Genie Homepage and Datasets Tabs.
Creating New Annotations | H2O Label Genie Starter Track - Part 4
This step-by-step guide will teach you how to create new annotations in H2O Label Genie .
Exporting the Outcomes | H2O Label Genie Starter Track - Part 5
Learn how to export annotation outcomes in H2O Label Genie with this quick tutorial.
Multiclass labeling | H2O Label Genie Starter Track - Part 6
Learn how to annotate customer reviews with multiple sentiment categories—such as satisfaction or dissatisfaction with different products—to captur...
Taking advantage of the Summarization tasks | H2O Label Genie Starter Track - Part 7
In this tutorial, discover how to leverage H2O Label Genie’s summarization task to generate concise and meaningful summaries from lengthy text. Lea...
Exploring and Clustering Datasets | H2O Label Genie Starter Track - Part 8
Label Genie: https://h2o.ai/platform/ai-cloud/make/h2o-label-genie/
Zero-Shot Labeling and Segmentation | H2O Label Genie Starter Track - Part 9
Label Genie: https://h2o.ai/platform/ai-cloud/make/h2o-label-genie/
LLM Integration for Text Labeling | H2O Label Genie Starter Track - Part 10
Label Genie: https://h2o.ai/platform/ai-cloud/make/h2o-label-genie/
Course Wrap-Up | H2O Label Genie Starter Track - Take Aways
In this starter course, we covered H2O Label Genie, an intuitive AI-powered data labeling tool that simplifies annotation with zero-shot learning.
