h2o.ai Courses and Certifications

H2O.ai

Data Science and Machine Learning H2O.ai Platforms

Use H2O's toolset to prepare and visualize data, automate model building with Driverless AI, deploy models, and explore generative AI with h2oGPT and Enterprise GPTe.

• Coursera
• 1 hour 12 minutes
• Self-Paced
• Paid Course

H2O.ai

The AI Lifecycle with the H2O.ai Platform

Follow the AI lifecycle across H2O.ai: AutoML in Driverless AI, SHAP and LIME explainability, MLOps deployment and drift monitoring, and h2oGPTe RAG, guardrails, and agents.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

H2O.ai

Practical Machine Learning on H2O

74 ratings at Coursera

Build machine learning models with H2O: linear models, random forests, GBMs, deep learning and unsupervised algorithms, then evaluate and pick the best model under business constraints.

• Coursera
• 6 weeks, 4 hours a week
• Self-Paced
• Paid Course

Coursera

Predictive Analytics for Business with H2O in R

53 ratings at Coursera

Apply H2O's AutoML in R to predict bank telemarketing success, automatically training and tuning many models for a business prediction problem.

• Coursera
• 1 hour 45 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Gen AI Ecosystem Overview - Level 1

Build custom GPT models with h2oGPT and H2O LLM Studio, prepare data with LLM DataStudio, evaluate models with EvalGPT, and deploy AI web apps via GenAI AppStudio.

• Coursera
• 9 weeks, 1 hour a week
• Self-Paced
• Paid Course

H2O.ai

H2O Driverless AI Starter Course

Apply AutoML with H2O Driverless AI: set up the environment, import and explore data, run experiments, hyper-tune models, interpret results, and build custom recipes.

• Coursera
• 2 hours 29 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Gen AI Ecosystem Overview - Level 2

Explore H2O's GenAI platform in depth: data preparation techniques, advanced model training, deployment strategies, and real-time monitoring across the ecosystem's tools and applications.

• Coursera
• 1 hour 11 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Wave Starter Course

Build browser-based AI apps with H2O Wave in Python: set up the environment, deploy to H2O AI Cloud, add a GPTe-powered YouTube chatbot, publish to the Gen App Store.

• Coursera
• 54 minutes
• Self-Paced
• Paid Course

H2O.ai

H2O Cloud AI Developer Services

Explore H2O Cloud AI services to build, automate and share AI solutions: AutoML on tabular data, Hydrogen Torch language and vision models, Label Genie labeling, and code assistants.

• Coursera
• 57 minutes
• Self-Paced
• Paid Course

Edureka

Getting Started with Automated Machine Learning (AutoML)

Build, evaluate and deploy models with H2O AutoML: interpret leaderboards, prevent data leakage, run grid searches with early stopping, and ship MOJO artifacts for batch scoring.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

H2O.ai

H2O.ai Agents : From Theory to Practice

50 ratings at Coursera

Learn how AI agents combine LLMs, tools, and memory in h2oGPTe, with GAIA benchmark results, industry demonstrations, deployment caveats, and safety guardrails.

• Coursera
• 1 hour 9 minutes
• Self-Paced
• Paid Course

Prodramp

A Very First Look at H2O Hydrogen Torch

A first look at H2O Hydrogen Torch for importing data, running deep-learning experiments, validating results, and making local predictions without coding.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Prodramp

Test Drive - A Very First Look at H2O Hybrid Cloud

A first-look demo of H2O AI Hybrid Cloud, from AI app instances and data visualization to MLOps projects and Python-connected H2O engines.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Hyperparameter Tuning in R

61 ratings at DataCamp

For many machine learning problems, simply running a model out-of-the-box and getting a prediction is not enough; you want the best model with the most accurate prediction.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Rob Mulla

Testing Open Source and Offline GPT with H2O.AI

Explore offline, open-source GPT models with h2o.ai. Learn about foundation models, fine-tuning, and comparing h2oGPT to ChatGPT. Discover document grounding and get a glimpse of LLM Studio.

• YouTube
• 1 hour
• Self-Paced
• Free Video