KNIME with Python and R for machine learning
Practical training combining the capabilities of the KNIME platform with Python and R languages in the context of machine learning. Participants will learn techniques for integrating various analytical tools and learn how to build advanced workflows for ML projects. The workshop focuses on the practical use of the tools in real analytical scenarios.
Issues
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Integration of analytical tools
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KNIME workflows
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Python and R scripts
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Data preparation
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ML modeling
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Optimization of models
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Validation of results
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Process automation
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Deployment of solutions
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Performance monitoring
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Integration of systems
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Best practices in ML
Benefits
- The participant will be able to effectively combine the capabilities of KNIME, Python and R in machine learning projects
- The ability to create advanced analytical workflows using multiple tools
- Will learn to automate data processing and modeling
- Will learn techniques for optimizing and validating models in a multi-tool environment
- Will be able to implement ML solutions into a production environment
- Will develop skills in integrating various analytical tools
Who is this training for?
Prerequisites
- Basic knowledge of Python and R
- Experience in data analysis
- Knowledge of the basics of machine learning
- General knowledge of analytics platforms
Training program
Configuring the KNIME environment
- Integration with Python and R
- Data flow between tools
- Environmental management
- Data preparation and analysis
- KNIME data processing
- Using Python and R scripts
Data transformations
- Exploratory data analysis
- Modeling and evaluation
- Construction of ML models
- Optimization of hyperparameters
Validation of models
- Comparing results
- Implementing solutions
- Automation of workflows
Deployment of models
- Performance monitoring
- Integration with production 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
Who is the KNIME with Python and R for machine learning training for?
This training is designed for professionals looking to develop skills in knime with python and r for machine learning. Required level: advanced.
How long is the KNIME with Python and R for 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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We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.