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
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, smarter, and effortless. 🔗 Try H2O Label Genie using Aquarium : https://aquarium.h2o.ai/ 📖 Learn More: https://h2o.ai/university/
Revolutionizing Data Annotation | H2O Label Genie Starter Track - Teaser
Introduction to Data Labeling | H2O Label Genie Starter Track - Part 1
What is H2O Label Genie | H2O Label Genie Starter Track - Part 2
Using H2O.ai Aquarium Labs | Latest Update
Exploring the Homepage and Datasets Tabs | H2O Label Genie Starter Track - Part 3
Creating New Annotations | H2O Label Genie Starter Track - Part 4
Exporting the Outcomes | H2O Label Genie Starter Track - Part 5
Multiclass labeling | H2O Label Genie Starter Track - Part 6
Taking advantage of the Summarization tasks | H2O Label Genie Starter Track - Part 7
Exploring and Clustering Datasets | H2O Label Genie Starter Track - Part 8
Zero-Shot Labeling and Segmentation | H2O Label Genie Starter Track - Part 9
LLM Integration for Text Labeling | H2O Label Genie Starter Track - Part 10
