Introduction to the use of neural networks
The training introduces participants to the basics of neural networks operation and application. The program is based on practical workshops, during which participants learn the fundamentals of designing, training and implementing basic neural network models. The class combines theory and practice, enabling participants to understand key concepts and gain practical skills in the use of neural networks.
Issues
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Neural network architecture
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Machine learning algorithms
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Activation functions
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Back propagation
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Optimization of models
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Data preparation
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Validation of models
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Quality assessment
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Use cases
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Tools for training
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Good implementation practices
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Debugging models
Benefits
- Upon completion of the training, the participant will understand the fundamental principles of neural networks
- Practical skills in designing simple neural network models
- To prepare data for training machine learning models
- Will develop the ability to select an appropriate network architecture for a specific problem
- Will be able to train and evaluate the quality of neural network models independently
- Will gain the ability to implement basic solutions based on neural networks
Who is this training for?
Prerequisites
- Basic knowledge of programming
- Knowledge of mathematics at the academic level
- Fundamentals of statistics and linear algebra
- Ability to think analytically
Training program
Construction and architecture of neural networks
- Neurons and network layers
- Activation functions
Signal propagation
- Network learning process
- Learning algorithms
- Loss functions
Gradient optimization
- Model validation
- Practical implementation
- Data preparation
- Architecture design
Training the model
- Evaluation of results
- First implementation
- Choice of use case
- Implementation of the solution
Testing the model
- Analysis of results
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
Who is the Introduction to the use of neural networks training for?
This training is designed for professionals looking to develop skills in introduction to the use of neural networks. Required level: beginner.
How long is the Introduction to the use of neural networks training?
The training lasts 1. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.