H2O.ai Courses

Practical Machine Learning on H2O

74 ratings at Coursera

Learn core machine learning techniques using H2O, including linear models, random forests, GBMs, and deep learning. Evaluate and choose optimal models for your data and business constraints.

• Coursera
• 1 day 6 minutes
• On-Demand
• Free Online Course (Audit)

Data Science and Machine Learning H2O.ai Platforms

Master H2O.ai's comprehensive data science toolkit for automated machine learning, model deployment, and generative AI applications, featuring Driverless AI, Wave App, and Enterprise GPTe.

• Coursera
• 1 hour 12 minutes
• On-Demand
• Free Online Course (Audit)

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• On-Demand
• Free Online Course (Audit)

H2O Cloud AI Developer Services

Discover how to build, deploy, and scale AI solutions using H2O Cloud's comprehensive suite of services for tabular data, NLP, computer vision, and AI-assisted development.

• Coursera
• 57 minutes
• On-Demand
• Free Online Course (Audit)

H2O Driverless AI Starter Course

Master automated machine learning with H2O Driverless AI through hands-on training in data preprocessing, model development, and advanced features like custom recipe creation and hyperparameter tuning.

• Coursera
• 2 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

H2O Gen AI Ecosystem Overview - Level 1

Master the H2O GenAI ecosystem through hands-on training in LLM optimization, model evaluation, and AI app development. Build custom GPT models, create web applications, and deploy practical AI solutions.

• Coursera
• 8 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

H2O Gen AI Ecosystem Overview - Level 2

Dive into H2O's GenAI platform's advanced capabilities, from data preparation to model deployment, guided by Kaggle Grand Master Sanyam Bhutani through practical techniques and real-world applications.

• Coursera
• 1 hour 11 minutes
• On-Demand
• Free Online Course (Audit)

H2O Hydrogen Torch Starter Course

Master deep learning without coding - build computer vision, NLP, and audio models using H2O Hydrogen Torch. Learn dataset handling, model tuning, and real-world applications through hands-on experimentation.

• Coursera
• 2 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

H2O Wave Starter Course

Master H2O Wave fundamentals to build and deploy browser-based AI applications using Python, from environment setup to creating interactive apps and integrating with H2O GPTe for enhanced user interactions.

• Coursera
• 54 minutes
• On-Demand
• Free Online Course (Audit)

H2O ai Large Language Models (LLMs) - Level 1

Dive into foundational concepts of Large Language Models, exploring neural networks, transformer architecture, and practical applications while mastering pre-training and fine-tuning techniques.

• Coursera
• 1 hour 14 minutes
• On-Demand
• Free Online Course (Audit)

H2O ai Large Language Models (LLMs) - Level 2

Master advanced LLM techniques through data preparation, fine-tuning, and model optimization. Learn QnA dataset creation, quantization, and LoRA while using H2O LLM Studio for practical NLP applications.

• Coursera
• 3 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

H2O ai Large Language Models (LLMs) - Level 3

Master advanced H2O ai Generative AI tools and techniques, from creating custom h2oGPT models to evaluating performance metrics, enhancing your AI workflow capabilities for real business applications.

• Coursera
• 2 hours
• On-Demand
• Free Online Course (Audit)

H2O GPTe Learning Path

Master enterprise AI with H2O GPTe, covering AI-powered search, RAG techniques, Python API integration, and web application development for transforming organizational data strategies.

• Coursera
• 2 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

H2O Generative AI Starter Track

Discover practical Generative AI applications with h2oGPTe, covering prompt engineering, RAG, document analysis, and enterprise integration for business professionals and developers.

• Coursera
• 1 hour 18 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai Agents : From Theory to Practice

Explore the complete lifecycle of AI agents with H2O.ai, from theoretical foundations to practical implementation across industries, featuring h2oGPTe's architecture and benchmark-leading performance.

• Coursera
• 1 hour 9 minutes
• On-Demand
• Free Online Course (Audit)