Encog: An introduction to machine learning
The training provides a solid introduction to machine learning using the Encog library. The program covers the fundamental concepts of machine learning and their practical implementation. Participants learn basic algorithms and modeling techniques through workshops. The class combines theory with intensive hands-on exercises, using real-world use cases to illustrate the issues discussed.
Issues
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Fundamentals of machine learning
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Encog library and its capabilities
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Data preparation
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Supervised learning algorithms
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Neural networks
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Validation of models
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Assessment of prediction quality
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Integration with applications
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Basics of model implementation
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ML best practices
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Analysis of results
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Model testing
Benefits
- Upon completion of the training, the participant will be able to independently implement basic machine learning models using the Encog library
- The ability to prepare and process data for machine learning
- He or she will be able to select appropriate algorithms and architectures for specific problems
- Will master basic model training and validation techniques
- Will learn to assess the quality of models and interpret their results
- Will gain practical experience in integrating models into applications
- Will learn good practices in machine learning
- Will be able to implement simple models in a production environment
Who is this training for?
Prerequisites
- Basic knowledge of programming
- Understand the basics of statistics
- Knowledge of linear algebra
- Experience in data analysis
Training program
Introduction to the Encog library
- Types of machine learning
Data preparation
- Basic algorithms
- Implementation of basic models
- Neural networks in Encog
- Supervised learning
- Validation of models
Quality assessment
- Practical aspects of ML
Data processing
- Choice of model architecture
- Training and testing
- Analysis of results
- First implementation
- Integration with the application
Deployment basics
- Performance testing
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 Encog: An introduction to machine learning training for?
This training is designed for professionals looking to develop skills in encog: an introduction to machine learning. Required level: beginner.
How long is the Encog: An introduction to machine learning training?
The training lasts 2. 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.