Technologies / Artificial Intelligence

Artificial neural networks, machine learning and deep thinking

The training offers a comprehensive look at advanced artificial intelligence techniques, combining neural network theory with practical machine and deep learning. The program guides participants through advanced concepts, algorithms and methodologies, enabling them to understand and put into practice the latest advances in AI. Hands-on workshops allow participants to implement and experiment with different types of models on their own.

Issues

Deep network architectures
Mechanisms of attention
Transfer learning
Multitasking learning
Transformers
Optimization of models
Experiment management
Scalability of solutions
Computing performance
Debugging models
Advanced metrics
Production deployments

Benefits

Upon completion of the training, the participant will gain in-depth knowledge of advanced artificial intelligence techniques
He will be able to design and implement complex neural network architectures
He will develop the ability to apply advanced machine learning techniques in practice
Will learn to optimize and tune advanced AI models
Will gain experience in implementing state-of-the-art solutions based on transformers and attention mechanisms
Will be able to manage complex AI projects in a production environment

Who is this training for?

Machine learning specialists

AI engineers working on advanced projects

AI research scientists

ML/DL solution architects

Experienced AI developers

Data science experts

Prerequisites

Practical knowledge of machine learning
Experience in the implementation of neural networks
Advanced knowledge of mathematics and statistics
Knowledge of deep learning frameworks

Training program

Mechanisms of attention

Transformers
Specialized learning techniques

Multitasking learning
Federation learning
Teaching reinforcement
Implementation of advanced models
Architectural design
Training strategies
Performance optimization

Manufacturing solutions
Scalability of models
Optimization of resources
Experiment management
Production monitoring

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 neural networks, machine learning and deep thinking we recommend: Practical knowledge of machine learning; Experience in the implementation of neural networks; Advanced knowledge of mathematics and statistics.

What is the format and duration of this training?

The training lasts 3 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: Machine learning specialists; AI engineers working on advanced projects; AI research scientists.