Technologies / Artificial Intelligence

Artificial intelligence (AI) using H2O

The training focuses on the practical use of the H2O platform in artificial intelligence projects. Participants will learn advanced machine learning and deep learning techniques using H2O's scalable tools. The program covers both theoretical fundamentals and practical applications in real business scenarios. Classes are conducted in a workshop format using real data sets.

Issues

H2O Platform
Machine learning algorithms
Deep learning
Automatic machine learning
Tuning models
Scaling AI solutions
Data processing
Transfer learning
Monitoring of models
Performance optimization
Integration of systems
AI best practices

Benefits

The participant will gain the ability to design and implement AI solutions using H2O
He or she will learn to effectively use advanced machine learning algorithms
Will learn techniques for optimizing and scaling AI models in a production environment
Will be able to implement and manage deep learning models
Will gain knowledge of best practices in AI projects
Will learn to automate machine learning processes

Who is this training for?

Data Scientists

Machine learning engineers

Data analysts interested in AI

AI/ML programmers

Predictive modeling specialists

Researchers in the field of artificial intelligence

AI solution architects

AI project managers

Prerequisites

Knowledge of the basics of machine learning
Programming experience
Basic knowledge of statistics
Understanding analytical processes

Training program

Configuring the environment
Integration with tools

Machine learning in H2O
Supervised learning algorithms
Unsupervised learning
Hyperparameter tuning
Automatic machine learning

Neural networks in H2O
Network architectures

Optimization of models
Implementation and management

Performance monitoring

Integration with systems

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Artificial intelligence (AI) using H2O we recommend: Knowledge of the basics of machine learning; Programming experience; Basic knowledge of statistics.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Data Scientists; Machine learning engineers; Data analysts interested in AI.